{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Measles Incidence in Altair"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is an example of reproducing the Wall Street Journal's famous [Measles Incidence Plot](http://graphics.wsj.com/infectious-diseases-and-vaccines/#b02g20t20w15) in Python using [Altair](http://github.com/ellisonbg/altair/)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The Data\n",
    "\n",
    "We'll start by downloading the data. Fortunately, others have made the data available in an easily digestible form; a github search revealed the dataset in CSV format here:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>YEAR</th>\n",
       "      <th>WEEK</th>\n",
       "      <th>ALABAMA</th>\n",
       "      <th>ALASKA</th>\n",
       "      <th>ARIZONA</th>\n",
       "      <th>ARKANSAS</th>\n",
       "      <th>CALIFORNIA</th>\n",
       "      <th>COLORADO</th>\n",
       "      <th>CONNECTICUT</th>\n",
       "      <th>DELAWARE</th>\n",
       "      <th>...</th>\n",
       "      <th>SOUTH DAKOTA</th>\n",
       "      <th>TENNESSEE</th>\n",
       "      <th>TEXAS</th>\n",
       "      <th>UTAH</th>\n",
       "      <th>VERMONT</th>\n",
       "      <th>VIRGINIA</th>\n",
       "      <th>WASHINGTON</th>\n",
       "      <th>WEST VIRGINIA</th>\n",
       "      <th>WISCONSIN</th>\n",
       "      <th>WYOMING</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1928</td>\n",
       "      <td>1</td>\n",
       "      <td>3.67</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.90</td>\n",
       "      <td>4.11</td>\n",
       "      <td>1.38</td>\n",
       "      <td>8.38</td>\n",
       "      <td>4.50</td>\n",
       "      <td>8.58</td>\n",
       "      <td>...</td>\n",
       "      <td>5.69</td>\n",
       "      <td>22.03</td>\n",
       "      <td>1.18</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.83</td>\n",
       "      <td>3.36</td>\n",
       "      <td>1.54</td>\n",
       "      <td>0.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1928</td>\n",
       "      <td>2</td>\n",
       "      <td>6.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.40</td>\n",
       "      <td>9.91</td>\n",
       "      <td>1.80</td>\n",
       "      <td>6.02</td>\n",
       "      <td>9.00</td>\n",
       "      <td>7.30</td>\n",
       "      <td>...</td>\n",
       "      <td>6.57</td>\n",
       "      <td>16.96</td>\n",
       "      <td>0.63</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.34</td>\n",
       "      <td>4.19</td>\n",
       "      <td>0.96</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1928</td>\n",
       "      <td>3</td>\n",
       "      <td>7.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>11.15</td>\n",
       "      <td>1.31</td>\n",
       "      <td>2.86</td>\n",
       "      <td>8.81</td>\n",
       "      <td>15.88</td>\n",
       "      <td>...</td>\n",
       "      <td>2.04</td>\n",
       "      <td>24.66</td>\n",
       "      <td>0.62</td>\n",
       "      <td>0.2</td>\n",
       "      <td>1.12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.67</td>\n",
       "      <td>4.19</td>\n",
       "      <td>4.79</td>\n",
       "      <td>1.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1928</td>\n",
       "      <td>4</td>\n",
       "      <td>12.58</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.90</td>\n",
       "      <td>13.75</td>\n",
       "      <td>1.87</td>\n",
       "      <td>13.71</td>\n",
       "      <td>10.40</td>\n",
       "      <td>4.29</td>\n",
       "      <td>...</td>\n",
       "      <td>2.19</td>\n",
       "      <td>18.86</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.2</td>\n",
       "      <td>6.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.77</td>\n",
       "      <td>4.66</td>\n",
       "      <td>1.64</td>\n",
       "      <td>3.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1928</td>\n",
       "      <td>5</td>\n",
       "      <td>8.03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.47</td>\n",
       "      <td>20.79</td>\n",
       "      <td>2.38</td>\n",
       "      <td>5.13</td>\n",
       "      <td>16.80</td>\n",
       "      <td>5.58</td>\n",
       "      <td>...</td>\n",
       "      <td>3.94</td>\n",
       "      <td>20.05</td>\n",
       "      <td>1.57</td>\n",
       "      <td>0.4</td>\n",
       "      <td>6.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.83</td>\n",
       "      <td>7.37</td>\n",
       "      <td>2.91</td>\n",
       "      <td>0.91</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 53 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   YEAR  WEEK  ALABAMA  ALASKA  ARIZONA  ARKANSAS  CALIFORNIA  COLORADO  \\\n",
       "0  1928     1     3.67     NaN     1.90      4.11        1.38      8.38   \n",
       "1  1928     2     6.25     NaN     6.40      9.91        1.80      6.02   \n",
       "2  1928     3     7.95     NaN     4.50     11.15        1.31      2.86   \n",
       "3  1928     4    12.58     NaN     1.90     13.75        1.87     13.71   \n",
       "4  1928     5     8.03     NaN     0.47     20.79        2.38      5.13   \n",
       "\n",
       "   CONNECTICUT  DELAWARE  ...  SOUTH DAKOTA  TENNESSEE  TEXAS  UTAH  VERMONT  \\\n",
       "0         4.50      8.58  ...          5.69      22.03   1.18   0.4     0.28   \n",
       "1         9.00      7.30  ...          6.57      16.96   0.63   NaN     0.56   \n",
       "2         8.81     15.88  ...          2.04      24.66   0.62   0.2     1.12   \n",
       "3        10.40      4.29  ...          2.19      18.86   0.37   0.2     6.70   \n",
       "4        16.80      5.58  ...          3.94      20.05   1.57   0.4     6.70   \n",
       "\n",
       "   VIRGINIA  WASHINGTON  WEST VIRGINIA  WISCONSIN  WYOMING  \n",
       "0       NaN       14.83           3.36       1.54     0.91  \n",
       "1       NaN       17.34           4.19       0.96      NaN  \n",
       "2       NaN       15.67           4.19       4.79     1.36  \n",
       "3       NaN       12.77           4.66       1.64     3.64  \n",
       "4       NaN       18.83           7.37       2.91     0.91  \n",
       "\n",
       "[5 rows x 53 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "url = 'https://raw.githubusercontent.com/blmoore/blogR/master/data/measles_incidence.csv'\n",
    "data = pd.read_csv(url, skiprows=2, na_values='-')\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Munging with Pandas"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This data needs to be cleaned-up a bit; we can do this with the Pandas library.\n",
    "We first need to aggregate the incidence data by year:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>ALABAMA</th>\n",
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       "    <tr>\n",
       "      <th>YEAR</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th>1928</th>\n",
       "      <td>334.99</td>\n",
       "      <td>0.0</td>\n",
       "      <td>200.75</td>\n",
       "      <td>481.77</td>\n",
       "      <td>69.22</td>\n",
       "      <td>206.98</td>\n",
       "      <td>634.95</td>\n",
       "      <td>256.02</td>\n",
       "      <td>535.63</td>\n",
       "      <td>119.58</td>\n",
       "      <td>...</td>\n",
       "      <td>160.16</td>\n",
       "      <td>315.43</td>\n",
       "      <td>97.35</td>\n",
       "      <td>16.83</td>\n",
       "      <td>334.80</td>\n",
       "      <td>0.0</td>\n",
       "      <td>344.82</td>\n",
       "      <td>195.98</td>\n",
       "      <td>124.61</td>\n",
       "      <td>227.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929</th>\n",
       "      <td>111.93</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.88</td>\n",
       "      <td>67.22</td>\n",
       "      <td>72.80</td>\n",
       "      <td>74.24</td>\n",
       "      <td>614.82</td>\n",
       "      <td>239.82</td>\n",
       "      <td>94.20</td>\n",
       "      <td>78.01</td>\n",
       "      <td>...</td>\n",
       "      <td>167.77</td>\n",
       "      <td>33.04</td>\n",
       "      <td>71.28</td>\n",
       "      <td>68.90</td>\n",
       "      <td>105.31</td>\n",
       "      <td>0.0</td>\n",
       "      <td>248.60</td>\n",
       "      <td>380.14</td>\n",
       "      <td>1016.54</td>\n",
       "      <td>312.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1930</th>\n",
       "      <td>157.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>466.31</td>\n",
       "      <td>53.44</td>\n",
       "      <td>760.24</td>\n",
       "      <td>1132.76</td>\n",
       "      <td>112.23</td>\n",
       "      <td>109.25</td>\n",
       "      <td>182.10</td>\n",
       "      <td>356.59</td>\n",
       "      <td>...</td>\n",
       "      <td>346.31</td>\n",
       "      <td>179.91</td>\n",
       "      <td>73.12</td>\n",
       "      <td>1044.79</td>\n",
       "      <td>236.69</td>\n",
       "      <td>0.0</td>\n",
       "      <td>631.64</td>\n",
       "      <td>157.70</td>\n",
       "      <td>748.58</td>\n",
       "      <td>341.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1931</th>\n",
       "      <td>337.29</td>\n",
       "      <td>0.0</td>\n",
       "      <td>497.69</td>\n",
       "      <td>45.91</td>\n",
       "      <td>477.48</td>\n",
       "      <td>453.27</td>\n",
       "      <td>790.46</td>\n",
       "      <td>1003.28</td>\n",
       "      <td>832.99</td>\n",
       "      <td>260.79</td>\n",
       "      <td>...</td>\n",
       "      <td>212.36</td>\n",
       "      <td>134.79</td>\n",
       "      <td>39.56</td>\n",
       "      <td>29.72</td>\n",
       "      <td>318.40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>197.43</td>\n",
       "      <td>291.38</td>\n",
       "      <td>506.57</td>\n",
       "      <td>60.69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1932</th>\n",
       "      <td>10.21</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.11</td>\n",
       "      <td>5.33</td>\n",
       "      <td>214.08</td>\n",
       "      <td>222.90</td>\n",
       "      <td>348.27</td>\n",
       "      <td>15.98</td>\n",
       "      <td>53.14</td>\n",
       "      <td>13.63</td>\n",
       "      <td>...</td>\n",
       "      <td>96.37</td>\n",
       "      <td>68.99</td>\n",
       "      <td>76.58</td>\n",
       "      <td>13.91</td>\n",
       "      <td>1146.08</td>\n",
       "      <td>53.4</td>\n",
       "      <td>631.93</td>\n",
       "      <td>599.65</td>\n",
       "      <td>935.31</td>\n",
       "      <td>242.10</td>\n",
       "    </tr>\n",
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       "<p>5 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ALABAMA  ALASKA  ARIZONA  ARKANSAS  CALIFORNIA  COLORADO  CONNECTICUT  \\\n",
       "YEAR                                                                          \n",
       "1928   334.99     0.0   200.75    481.77       69.22    206.98       634.95   \n",
       "1929   111.93     0.0    54.88     67.22       72.80     74.24       614.82   \n",
       "1930   157.00     0.0   466.31     53.44      760.24   1132.76       112.23   \n",
       "1931   337.29     0.0   497.69     45.91      477.48    453.27       790.46   \n",
       "1932    10.21     0.0    20.11      5.33      214.08    222.90       348.27   \n",
       "\n",
       "      DELAWARE  DISTRICT OF COLUMBIA  FLORIDA  ...  SOUTH DAKOTA  TENNESSEE  \\\n",
       "YEAR                                           ...                            \n",
       "1928    256.02                535.63   119.58  ...        160.16     315.43   \n",
       "1929    239.82                 94.20    78.01  ...        167.77      33.04   \n",
       "1930    109.25                182.10   356.59  ...        346.31     179.91   \n",
       "1931   1003.28                832.99   260.79  ...        212.36     134.79   \n",
       "1932     15.98                 53.14    13.63  ...         96.37      68.99   \n",
       "\n",
       "      TEXAS     UTAH  VERMONT  VIRGINIA  WASHINGTON  WEST VIRGINIA  WISCONSIN  \\\n",
       "YEAR                                                                            \n",
       "1928  97.35    16.83   334.80       0.0      344.82         195.98     124.61   \n",
       "1929  71.28    68.90   105.31       0.0      248.60         380.14    1016.54   \n",
       "1930  73.12  1044.79   236.69       0.0      631.64         157.70     748.58   \n",
       "1931  39.56    29.72   318.40       0.0      197.43         291.38     506.57   \n",
       "1932  76.58    13.91  1146.08      53.4      631.93         599.65     935.31   \n",
       "\n",
       "      WYOMING  \n",
       "YEAR           \n",
       "1928   227.00  \n",
       "1929   312.16  \n",
       "1930   341.55  \n",
       "1931    60.69  \n",
       "1932   242.10  \n",
       "\n",
       "[5 rows x 51 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "annual = data.drop('WEEK', axis=1).groupby('YEAR').sum()\n",
    "annual.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, because Altair is built to handle data where each row corresponds to a single sample, we will stack the data, re-labeling the columns for clarity:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>YEAR</th>\n",
       "      <th>state</th>\n",
       "      <th>incidence</th>\n",
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       "      <th>3</th>\n",
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       "      <td>ALABAMA</td>\n",
       "      <td>337.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1932</td>\n",
       "      <td>ALABAMA</td>\n",
       "      <td>10.21</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   YEAR    state  incidence\n",
       "0  1928  ALABAMA     334.99\n",
       "1  1929  ALABAMA     111.93\n",
       "2  1930  ALABAMA     157.00\n",
       "3  1931  ALABAMA     337.29\n",
       "4  1932  ALABAMA      10.21"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "measles = annual.reset_index()\n",
    "measles = measles.melt('YEAR', var_name='state', value_name='incidence')\n",
    "measles.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initial Visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can use Altair's syntax for generating a heat map:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import altair as alt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id=\"altair-viz-1\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  (function(spec, embedOpt){\n",
       "    const outputDiv = document.getElementById(\"altair-viz-1\");\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
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       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
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       "    function loadScript(lib) {\n",
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       "        s.src = paths[lib];\n",
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       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
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       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
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       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
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       "      displayChart(vegaEmbed);\n",
       "    } else {\n",
       "      loadScript(\"vega\")\n",
       "        .then(() => loadScript(\"vega-lite\"))\n",
       "        .then(() => loadScript(\"vega-embed\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
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1934, \"state\": \"ALABAMA\", \"incidence\": 590.27}, {\"YEAR\": 1935, \"state\": \"ALABAMA\", \"incidence\": 265.3400000000002}, {\"YEAR\": 1936, \"state\": \"ALABAMA\", \"incidence\": 20.779999999999994}, {\"YEAR\": 1937, \"state\": \"ALABAMA\", \"incidence\": 22.459999999999987}, {\"YEAR\": 1938, \"state\": \"ALABAMA\", \"incidence\": 496.4400000000001}, {\"YEAR\": 1939, \"state\": \"ALABAMA\", \"incidence\": 182.63999999999984}, {\"YEAR\": 1940, \"state\": \"ALABAMA\", \"incidence\": 115.12000000000002}, {\"YEAR\": 1941, \"state\": \"ALABAMA\", \"incidence\": 297.47000000000014}, {\"YEAR\": 1942, \"state\": \"ALABAMA\", \"incidence\": 126.14999999999995}, {\"YEAR\": 1943, \"state\": \"ALABAMA\", \"incidence\": 130.82000000000002}, {\"YEAR\": 1944, \"state\": \"ALABAMA\", \"incidence\": 252.86999999999998}, {\"YEAR\": 1945, \"state\": \"ALABAMA\", \"incidence\": 27.329999999999984}, {\"YEAR\": 1946, \"state\": \"ALABAMA\", \"incidence\": 126.74999999999997}, {\"YEAR\": 1947, 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\"ALABAMA\", \"incidence\": 63.330000000000005}, {\"YEAR\": 1961, \"state\": \"ALABAMA\", \"incidence\": 78.01000000000002}, {\"YEAR\": 1962, \"state\": \"ALABAMA\", \"incidence\": 71.58000000000006}, {\"YEAR\": 1963, \"state\": \"ALABAMA\", \"incidence\": 34.74000000000002}, {\"YEAR\": 1964, \"state\": \"ALABAMA\", \"incidence\": 533.6800000000001}, {\"YEAR\": 1965, \"state\": \"ALABAMA\", \"incidence\": 68.20000000000006}, {\"YEAR\": 1966, \"state\": \"ALABAMA\", \"incidence\": 52.37999999999999}, {\"YEAR\": 1967, \"state\": \"ALABAMA\", \"incidence\": 38.98000000000002}, {\"YEAR\": 1968, \"state\": \"ALABAMA\", \"incidence\": 4.650000000000001}, {\"YEAR\": 1969, \"state\": \"ALABAMA\", \"incidence\": 0.36}, {\"YEAR\": 1970, \"state\": \"ALABAMA\", \"incidence\": 13.94}, {\"YEAR\": 1971, \"state\": \"ALABAMA\", \"incidence\": 55.24000000000001}, {\"YEAR\": 1972, \"state\": \"ALABAMA\", \"incidence\": 4.02}, {\"YEAR\": 1973, \"state\": \"ALABAMA\", \"incidence\": 0.42000000000000004}, {\"YEAR\": 1974, \"state\": \"ALABAMA\", \"incidence\": 0.58}, {\"YEAR\": 1975, \"state\": \"ALABAMA\", \"incidence\": 0.13}, {\"YEAR\": 1976, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1977, \"state\": \"ALABAMA\", \"incidence\": 2.06}, {\"YEAR\": 1978, \"state\": \"ALABAMA\", \"incidence\": 3.43}, {\"YEAR\": 1979, \"state\": \"ALABAMA\", \"incidence\": 3.35}, {\"YEAR\": 1980, \"state\": \"ALABAMA\", \"incidence\": 0.5700000000000001}, {\"YEAR\": 1981, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1982, \"state\": \"ALABAMA\", \"incidence\": 0.05}, {\"YEAR\": 1983, \"state\": \"ALABAMA\", \"incidence\": 0.03}, {\"YEAR\": 1984, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1986, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1987, \"state\": \"ALABAMA\", \"incidence\": 0.09000000000000001}, {\"YEAR\": 1988, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1989, \"state\": \"ALABAMA\", \"incidence\": 1.4600000000000002}, {\"YEAR\": 1990, \"state\": \"ALABAMA\", \"incidence\": 0.6500000000000001}, {\"YEAR\": 1991, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1992, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1994, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"ALABAMA\", \"incidence\": 0.14}, {\"YEAR\": 1998, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"ALABAMA\", \"incidence\": 0.16}, {\"YEAR\": 2003, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1929, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1930, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1931, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1932, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1933, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1934, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1935, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1936, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1937, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1938, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1939, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1940, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1941, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1942, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1943, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1944, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1945, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1946, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1947, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1948, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1949, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1950, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1951, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1952, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1953, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1954, \"state\": \"ALASKA\", \"incidence\": 691.67}, {\"YEAR\": 1955, \"state\": \"ALASKA\", \"incidence\": 241.86999999999998}, {\"YEAR\": 1956, \"state\": \"ALASKA\", \"incidence\": 1120.98}, {\"YEAR\": 1957, \"state\": \"ALASKA\", \"incidence\": 414.70000000000005}, {\"YEAR\": 1958, \"state\": \"ALASKA\", \"incidence\": 562.0600000000002}, {\"YEAR\": 1959, \"state\": \"ALASKA\", \"incidence\": 816.5500000000001}, {\"YEAR\": 1960, \"state\": \"ALASKA\", \"incidence\": 635.7899999999997}, {\"YEAR\": 1961, \"state\": \"ALASKA\", \"incidence\": 420.96000000000004}, {\"YEAR\": 1962, \"state\": \"ALASKA\", \"incidence\": 571.5400000000001}, {\"YEAR\": 1963, \"state\": \"ALASKA\", \"incidence\": 722.27}, {\"YEAR\": 1964, \"state\": \"ALASKA\", \"incidence\": 439.8899999999997}, {\"YEAR\": 1965, \"state\": \"ALASKA\", \"incidence\": 79.38}, {\"YEAR\": 1966, \"state\": \"ALASKA\", \"incidence\": 236.57}, {\"YEAR\": 1967, \"state\": \"ALASKA\", \"incidence\": 53.269999999999975}, {\"YEAR\": 1968, \"state\": \"ALASKA\", \"incidence\": 3.8600000000000003}, {\"YEAR\": 1969, \"state\": \"ALASKA\", \"incidence\": 6.77}, {\"YEAR\": 1970, \"state\": \"ALASKA\", \"incidence\": 33.61000000000001}, {\"YEAR\": 1971, \"state\": \"ALASKA\", \"incidence\": 19.419999999999995}, {\"YEAR\": 1972, \"state\": \"ALASKA\", \"incidence\": 3.9399999999999995}, {\"YEAR\": 1973, \"state\": \"ALASKA\", \"incidence\": 1.47}, {\"YEAR\": 1974, \"state\": \"ALASKA\", \"incidence\": 0.27}, {\"YEAR\": 1975, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1976, \"state\": \"ALASKA\", \"incidence\": 2.73}, {\"YEAR\": 1977, \"state\": \"ALASKA\", \"incidence\": 15.07}, {\"YEAR\": 1978, \"state\": \"ALASKA\", \"incidence\": 0.5}, {\"YEAR\": 1979, \"state\": \"ALASKA\", \"incidence\": 4.48}, {\"YEAR\": 1980, \"state\": \"ALASKA\", \"incidence\": 1.44}, {\"YEAR\": 1981, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1982, \"state\": \"ALASKA\", \"incidence\": 0.2}, {\"YEAR\": 1983, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1986, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1987, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"ALASKA\", \"incidence\": 0.18}, {\"YEAR\": 1989, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1990, \"state\": \"ALASKA\", \"incidence\": 4.859999999999999}, {\"YEAR\": 1991, \"state\": \"ALASKA\", \"incidence\": 0.18}, {\"YEAR\": 1992, \"state\": \"ALASKA\", \"incidence\": 0.68}, {\"YEAR\": 1993, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"ALASKA\", \"incidence\": 2.67}, {\"YEAR\": 1995, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"ALASKA\", \"incidence\": 11.160000000000002}, {\"YEAR\": 1997, \"state\": \"ALASKA\", \"incidence\": 0.16}, {\"YEAR\": 1998, \"state\": \"ALASKA\", \"incidence\": 2.58}, {\"YEAR\": 1999, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"ALASKA\", \"incidence\": 0.16}, {\"YEAR\": 2001, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ARIZONA\", \"incidence\": 200.75000000000003}, {\"YEAR\": 1929, \"state\": \"ARIZONA\", \"incidence\": 54.87999999999996}, {\"YEAR\": 1930, \"state\": \"ARIZONA\", \"incidence\": 466.30999999999983}, {\"YEAR\": 1931, \"state\": \"ARIZONA\", \"incidence\": 497.6900000000003}, {\"YEAR\": 1932, \"state\": \"ARIZONA\", \"incidence\": 20.110000000000003}, {\"YEAR\": 1933, \"state\": \"ARIZONA\", \"incidence\": 296.0100000000002}, {\"YEAR\": 1934, \"state\": \"ARIZONA\", \"incidence\": 238.8099999999999}, {\"YEAR\": 1935, \"state\": \"ARIZONA\", \"incidence\": 135.01999999999995}, {\"YEAR\": 1936, \"state\": \"ARIZONA\", \"incidence\": 525.5}, {\"YEAR\": 1937, \"state\": \"ARIZONA\", \"incidence\": 837.3000000000002}, {\"YEAR\": 1938, \"state\": \"ARIZONA\", \"incidence\": 149.34000000000006}, {\"YEAR\": 1939, \"state\": \"ARIZONA\", \"incidence\": 144.02}, {\"YEAR\": 1940, \"state\": \"ARIZONA\", \"incidence\": 339.05999999999995}, {\"YEAR\": 1941, \"state\": \"ARIZONA\", \"incidence\": 615.2899999999997}, {\"YEAR\": 1942, \"state\": \"ARIZONA\", \"incidence\": 740.8300000000003}, {\"YEAR\": 1943, \"state\": \"ARIZONA\", \"incidence\": 172.43999999999997}, {\"YEAR\": 1944, \"state\": \"ARIZONA\", \"incidence\": 736.7099999999999}, {\"YEAR\": 1945, \"state\": \"ARIZONA\", \"incidence\": 93.74000000000002}, {\"YEAR\": 1946, \"state\": \"ARIZONA\", \"incidence\": 498.69000000000005}, {\"YEAR\": 1947, \"state\": \"ARIZONA\", \"incidence\": 224.49000000000015}, {\"YEAR\": 1948, \"state\": \"ARIZONA\", \"incidence\": 623.3799999999999}, {\"YEAR\": 1949, \"state\": \"ARIZONA\", \"incidence\": 531.4599999999997}, {\"YEAR\": 1950, \"state\": \"ARIZONA\", \"incidence\": 315.95000000000005}, {\"YEAR\": 1951, \"state\": \"ARIZONA\", \"incidence\": 1351.4900000000007}, {\"YEAR\": 1952, \"state\": \"ARIZONA\", \"incidence\": 424.58999999999986}, {\"YEAR\": 1953, \"state\": \"ARIZONA\", \"incidence\": 557.9100000000001}, {\"YEAR\": 1954, \"state\": \"ARIZONA\", \"incidence\": 531.51}, {\"YEAR\": 1955, \"state\": \"ARIZONA\", \"incidence\": 1024.03}, {\"YEAR\": 1956, \"state\": \"ARIZONA\", \"incidence\": 644.3200000000003}, {\"YEAR\": 1957, \"state\": \"ARIZONA\", \"incidence\": 700.9700000000003}, {\"YEAR\": 1958, \"state\": \"ARIZONA\", \"incidence\": 825.1799999999997}, {\"YEAR\": 1959, \"state\": \"ARIZONA\", \"incidence\": 719.0200000000002}, {\"YEAR\": 1960, \"state\": \"ARIZONA\", \"incidence\": 325.9099999999999}, {\"YEAR\": 1961, \"state\": \"ARIZONA\", \"incidence\": 559.22}, {\"YEAR\": 1962, \"state\": \"ARIZONA\", \"incidence\": 431.74000000000007}, {\"YEAR\": 1963, \"state\": \"ARIZONA\", \"incidence\": 583.67}, {\"YEAR\": 1964, \"state\": \"ARIZONA\", \"incidence\": 405.53999999999985}, {\"YEAR\": 1965, \"state\": \"ARIZONA\", \"incidence\": 100.59999999999995}, {\"YEAR\": 1966, \"state\": \"ARIZONA\", \"incidence\": 336.90000000000003}, {\"YEAR\": 1967, \"state\": \"ARIZONA\", \"incidence\": 62.080000000000005}, {\"YEAR\": 1968, \"state\": \"ARIZONA\", \"incidence\": 14.61}, {\"YEAR\": 1969, \"state\": \"ARIZONA\", \"incidence\": 31.210000000000004}, {\"YEAR\": 1970, \"state\": \"ARIZONA\", \"incidence\": 53.049999999999976}, {\"YEAR\": 1971, \"state\": \"ARIZONA\", \"incidence\": 25.390000000000004}, {\"YEAR\": 1972, \"state\": \"ARIZONA\", \"incidence\": 40.83000000000002}, {\"YEAR\": 1973, \"state\": \"ARIZONA\", \"incidence\": 1.12}, {\"YEAR\": 1974, \"state\": \"ARIZONA\", \"incidence\": 0.8900000000000002}, {\"YEAR\": 1975, \"state\": \"ARIZONA\", \"incidence\": 3.53}, {\"YEAR\": 1976, \"state\": \"ARIZONA\", \"incidence\": 9.999999999999995}, {\"YEAR\": 1977, \"state\": \"ARIZONA\", \"incidence\": 8.71}, {\"YEAR\": 1978, \"state\": \"ARIZONA\", \"incidence\": 2.52}, {\"YEAR\": 1979, \"state\": \"ARIZONA\", \"incidence\": 3.2499999999999996}, {\"YEAR\": 1980, \"state\": \"ARIZONA\", \"incidence\": 11.629999999999999}, {\"YEAR\": 1981, \"state\": \"ARIZONA\", \"incidence\": 0.36000000000000004}, {\"YEAR\": 1982, \"state\": \"ARIZONA\", \"incidence\": 0.53}, {\"YEAR\": 1983, \"state\": \"ARIZONA\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"ARIZONA\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"ARIZONA\", \"incidence\": 7.49}, {\"YEAR\": 1986, \"state\": \"ARIZONA\", \"incidence\": 7.450000000000001}, {\"YEAR\": 1987, \"state\": \"ARIZONA\", \"incidence\": 1.0}, {\"YEAR\": 1988, \"state\": \"ARIZONA\", \"incidence\": 0.08}, {\"YEAR\": 1989, \"state\": \"ARIZONA\", \"incidence\": 3.9600000000000004}, {\"YEAR\": 1990, \"state\": \"ARIZONA\", \"incidence\": 7.720000000000001}, {\"YEAR\": 1991, \"state\": \"ARIZONA\", \"incidence\": 9.040000000000001}, {\"YEAR\": 1992, \"state\": \"ARIZONA\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"ARIZONA\", \"incidence\": 0.06}, {\"YEAR\": 1994, \"state\": \"ARIZONA\", \"incidence\": 0.2}, {\"YEAR\": 1995, \"state\": \"ARIZONA\", \"incidence\": 0.26999999999999996}, {\"YEAR\": 1996, \"state\": \"ARIZONA\", \"incidence\": 0.16999999999999998}, {\"YEAR\": 1997, \"state\": \"ARIZONA\", \"incidence\": 0.18}, {\"YEAR\": 1998, \"state\": \"ARIZONA\", \"incidence\": 0.2}, {\"YEAR\": 1999, \"state\": \"ARIZONA\", \"incidence\": 0.02}, {\"YEAR\": 2000, \"state\": \"ARIZONA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"ARIZONA\", \"incidence\": 0.02}, {\"YEAR\": 2002, \"state\": \"ARIZONA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"ARIZONA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ARKANSAS\", \"incidence\": 481.7700000000002}, {\"YEAR\": 1929, \"state\": \"ARKANSAS\", \"incidence\": 67.21999999999996}, {\"YEAR\": 1930, \"state\": \"ARKANSAS\", \"incidence\": 53.43999999999998}, {\"YEAR\": 1931, \"state\": \"ARKANSAS\", \"incidence\": 45.910000000000004}, {\"YEAR\": 1932, \"state\": \"ARKANSAS\", \"incidence\": 5.329999999999997}, {\"YEAR\": 1933, \"state\": \"ARKANSAS\", \"incidence\": 293.31999999999994}, {\"YEAR\": 1934, \"state\": \"ARKANSAS\", \"incidence\": 384.57}, {\"YEAR\": 1935, \"state\": \"ARKANSAS\", \"incidence\": 80.32999999999998}, {\"YEAR\": 1936, \"state\": 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667.7199999999998}, {\"YEAR\": 1950, \"state\": \"ARKANSAS\", \"incidence\": 91.11999999999995}, {\"YEAR\": 1951, \"state\": \"ARKANSAS\", \"incidence\": 401.0900000000001}, {\"YEAR\": 1952, \"state\": \"ARKANSAS\", \"incidence\": 188.5500000000001}, {\"YEAR\": 1953, \"state\": \"ARKANSAS\", \"incidence\": 727.4099999999999}, {\"YEAR\": 1954, \"state\": \"ARKANSAS\", \"incidence\": 151.02999999999997}, {\"YEAR\": 1955, \"state\": \"ARKANSAS\", \"incidence\": 173.5399999999999}, {\"YEAR\": 1956, \"state\": \"ARKANSAS\", \"incidence\": 506.8599999999999}, {\"YEAR\": 1957, \"state\": \"ARKANSAS\", \"incidence\": 78.41000000000003}, {\"YEAR\": 1958, \"state\": \"ARKANSAS\", \"incidence\": 173.95}, {\"YEAR\": 1959, \"state\": \"ARKANSAS\", \"incidence\": 46.49}, {\"YEAR\": 1960, \"state\": \"ARKANSAS\", \"incidence\": 89.24000000000004}, {\"YEAR\": 1961, \"state\": \"ARKANSAS\", \"incidence\": 93.25999999999999}, {\"YEAR\": 1962, \"state\": \"ARKANSAS\", \"incidence\": 77.60999999999999}, 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0.18000000000000002}, {\"YEAR\": 1994, \"state\": \"CALIFORNIA\", \"incidence\": 0.19000000000000003}, {\"YEAR\": 1995, \"state\": \"CALIFORNIA\", \"incidence\": 0.09}, {\"YEAR\": 1996, \"state\": \"CALIFORNIA\", \"incidence\": 0.10999999999999999}, {\"YEAR\": 1997, \"state\": \"CALIFORNIA\", \"incidence\": 0.09}, {\"YEAR\": 1998, \"state\": \"CALIFORNIA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"CALIFORNIA\", \"incidence\": 0.060000000000000005}, {\"YEAR\": 2000, \"state\": \"CALIFORNIA\", \"incidence\": 0.03}, {\"YEAR\": 2001, \"state\": \"CALIFORNIA\", \"incidence\": 0.11000000000000001}, {\"YEAR\": 2002, \"state\": \"CALIFORNIA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"CALIFORNIA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"COLORADO\", \"incidence\": 206.97999999999996}, {\"YEAR\": 1929, \"state\": \"COLORADO\", \"incidence\": 74.24}, {\"YEAR\": 1930, \"state\": \"COLORADO\", \"incidence\": 1132.7600000000007}, {\"YEAR\": 1931, \"state\": 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173.46999999999994}, {\"YEAR\": 1958, \"state\": \"COLORADO\", \"incidence\": 566.1099999999998}, {\"YEAR\": 1959, \"state\": \"COLORADO\", \"incidence\": 411.5000000000001}, {\"YEAR\": 1960, \"state\": \"COLORADO\", \"incidence\": 384.7299999999998}, {\"YEAR\": 1961, \"state\": \"COLORADO\", \"incidence\": 210.35000000000005}, {\"YEAR\": 1962, \"state\": \"COLORADO\", \"incidence\": 473.99999999999994}, {\"YEAR\": 1963, \"state\": \"COLORADO\", \"incidence\": 325.28000000000003}, {\"YEAR\": 1964, \"state\": \"COLORADO\", \"incidence\": 164.42999999999995}, {\"YEAR\": 1965, \"state\": \"COLORADO\", \"incidence\": 302.7000000000003}, {\"YEAR\": 1966, \"state\": \"COLORADO\", \"incidence\": 72.0}, {\"YEAR\": 1967, \"state\": \"COLORADO\", \"incidence\": 79.64}, {\"YEAR\": 1968, \"state\": \"COLORADO\", \"incidence\": 23.540000000000006}, {\"YEAR\": 1969, \"state\": \"COLORADO\", \"incidence\": 6.429999999999999}, {\"YEAR\": 1970, \"state\": \"COLORADO\", \"incidence\": 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{\"YEAR\": 1999, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"COLORADO\", \"incidence\": 0.06}, {\"YEAR\": 2001, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"CONNECTICUT\", \"incidence\": 634.9500000000002}, {\"YEAR\": 1929, \"state\": \"CONNECTICUT\", \"incidence\": 614.82}, {\"YEAR\": 1930, \"state\": \"CONNECTICUT\", \"incidence\": 112.22999999999999}, {\"YEAR\": 1931, \"state\": \"CONNECTICUT\", \"incidence\": 790.4599999999996}, {\"YEAR\": 1932, \"state\": \"CONNECTICUT\", \"incidence\": 348.27000000000027}, {\"YEAR\": 1933, \"state\": \"CONNECTICUT\", \"incidence\": 330.6600000000002}, {\"YEAR\": 1934, \"state\": \"CONNECTICUT\", \"incidence\": 282.34999999999997}, {\"YEAR\": 1935, \"state\": \"CONNECTICUT\", \"incidence\": 1449.4899999999996}, {\"YEAR\": 1936, \"state\": \"CONNECTICUT\", 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1949, \"state\": \"CONNECTICUT\", \"incidence\": 935.63}, {\"YEAR\": 1950, \"state\": \"CONNECTICUT\", \"incidence\": 197.44999999999996}, {\"YEAR\": 1951, \"state\": \"CONNECTICUT\", \"incidence\": 227.42999999999992}, {\"YEAR\": 1952, \"state\": \"CONNECTICUT\", \"incidence\": 1179.01}, {\"YEAR\": 1953, \"state\": \"CONNECTICUT\", \"incidence\": 99.99000000000002}, {\"YEAR\": 1954, \"state\": \"CONNECTICUT\", \"incidence\": 223.47000000000003}, {\"YEAR\": 1955, \"state\": \"CONNECTICUT\", \"incidence\": 1256.63}, {\"YEAR\": 1956, \"state\": \"CONNECTICUT\", \"incidence\": 116.46000000000004}, {\"YEAR\": 1957, \"state\": \"CONNECTICUT\", \"incidence\": 409.9900000000001}, {\"YEAR\": 1958, \"state\": \"CONNECTICUT\", \"incidence\": 645.6500000000001}, {\"YEAR\": 1959, \"state\": \"CONNECTICUT\", \"incidence\": 516.4599999999998}, {\"YEAR\": 1960, \"state\": \"CONNECTICUT\", \"incidence\": 434.6199999999999}, {\"YEAR\": 1961, \"state\": \"CONNECTICUT\", \"incidence\": 261.76}, {\"YEAR\": 1962, \"state\": \"CONNECTICUT\", \"incidence\": 672.06}, {\"YEAR\": 1963, \"state\": \"CONNECTICUT\", \"incidence\": 214.81000000000003}, {\"YEAR\": 1964, \"state\": \"CONNECTICUT\", \"incidence\": 189.03000000000006}, {\"YEAR\": 1965, \"state\": \"CONNECTICUT\", \"incidence\": 322.89000000000004}, {\"YEAR\": 1966, \"state\": \"CONNECTICUT\", \"incidence\": 32.51000000000002}, {\"YEAR\": 1967, \"state\": \"CONNECTICUT\", \"incidence\": 3.569999999999998}, {\"YEAR\": 1968, \"state\": \"CONNECTICUT\", \"incidence\": 23.820000000000004}, {\"YEAR\": 1969, \"state\": \"CONNECTICUT\", \"incidence\": 21.390000000000004}, {\"YEAR\": 1970, \"state\": \"CONNECTICUT\", \"incidence\": 3.819999999999998}, {\"YEAR\": 1971, \"state\": \"CONNECTICUT\", \"incidence\": 38.910000000000025}, {\"YEAR\": 1972, \"state\": \"CONNECTICUT\", \"incidence\": 50.080000000000005}, {\"YEAR\": 1973, \"state\": \"CONNECTICUT\", \"incidence\": 59.170000000000016}, {\"YEAR\": 1974, \"state\": 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{\"YEAR\": 1988, \"state\": \"CONNECTICUT\", \"incidence\": 0.51}, {\"YEAR\": 1989, \"state\": \"CONNECTICUT\", \"incidence\": 6.529999999999999}, {\"YEAR\": 1990, \"state\": \"CONNECTICUT\", \"incidence\": 5.7}, {\"YEAR\": 1991, \"state\": \"CONNECTICUT\", \"incidence\": 0.6900000000000001}, {\"YEAR\": 1992, \"state\": \"CONNECTICUT\", \"incidence\": 0.06}, {\"YEAR\": 1993, \"state\": \"CONNECTICUT\", \"incidence\": 0.18}, {\"YEAR\": 1994, \"state\": \"CONNECTICUT\", \"incidence\": 0.12}, {\"YEAR\": 1995, \"state\": \"CONNECTICUT\", \"incidence\": 0.03}, {\"YEAR\": 1996, \"state\": \"CONNECTICUT\", \"incidence\": 0.03}, {\"YEAR\": 1997, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": 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{\"YEAR\": 1989, \"state\": \"HAWAII\", \"incidence\": 2.7899999999999996}, {\"YEAR\": 1990, \"state\": \"HAWAII\", \"incidence\": 3.69}, {\"YEAR\": 1991, \"state\": \"HAWAII\", \"incidence\": 1.9500000000000004}, {\"YEAR\": 1992, \"state\": \"HAWAII\", \"incidence\": 4.239999999999999}, {\"YEAR\": 1993, \"state\": \"HAWAII\", \"incidence\": 1.3}, {\"YEAR\": 1994, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"HAWAII\", \"incidence\": 2.8100000000000005}, {\"YEAR\": 1997, \"state\": \"HAWAII\", \"incidence\": 0.49000000000000005}, {\"YEAR\": 1998, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"HAWAII\", \"incidence\": 0.08}, {\"YEAR\": 2000, \"state\": \"HAWAII\", \"incidence\": 0.16}, {\"YEAR\": 2001, \"state\": \"HAWAII\", \"incidence\": 0.57}, {\"YEAR\": 2002, \"state\": \"HAWAII\", \"incidence\": 0.08}, {\"YEAR\": 2003, \"state\": \"HAWAII\", \"incidence\": 0.0}, 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0.0}, {\"YEAR\": 2001, \"state\": \"IDAHO\", \"incidence\": 0.16}, {\"YEAR\": 2002, \"state\": \"IDAHO\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"IDAHO\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ILLINOIS\", \"incidence\": 98.23999999999997}, {\"YEAR\": 1929, \"state\": \"ILLINOIS\", \"incidence\": 506.1800000000002}, {\"YEAR\": 1930, \"state\": \"ILLINOIS\", \"incidence\": 216.06999999999996}, {\"YEAR\": 1931, \"state\": \"ILLINOIS\", \"incidence\": 516.9700000000003}, {\"YEAR\": 1932, \"state\": \"ILLINOIS\", \"incidence\": 208.31000000000003}, {\"YEAR\": 1933, \"state\": \"ILLINOIS\", \"incidence\": 155.64999999999998}, {\"YEAR\": 1934, \"state\": \"ILLINOIS\", \"incidence\": 574.84}, {\"YEAR\": 1935, \"state\": \"ILLINOIS\", \"incidence\": 746.8099999999996}, {\"YEAR\": 1936, \"state\": \"ILLINOIS\", \"incidence\": 15.430000000000001}, {\"YEAR\": 1937, \"state\": \"ILLINOIS\", \"incidence\": 146.95000000000002}, {\"YEAR\": 1938, \"state\": \"ILLINOIS\", 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221.65000000000003}, {\"YEAR\": 1960, \"state\": \"KENTUCKY\", \"incidence\": 352.98}, {\"YEAR\": 1961, \"state\": \"KENTUCKY\", \"incidence\": 368.6800000000001}, {\"YEAR\": 1962, \"state\": \"KENTUCKY\", \"incidence\": 202.28999999999988}, {\"YEAR\": 1963, \"state\": \"KENTUCKY\", \"incidence\": 284.8800000000001}, {\"YEAR\": 1964, \"state\": \"KENTUCKY\", \"incidence\": 481.84000000000015}, {\"YEAR\": 1965, \"state\": \"KENTUCKY\", \"incidence\": 121.06000000000002}, {\"YEAR\": 1966, \"state\": \"KENTUCKY\", \"incidence\": 154.20999999999992}, {\"YEAR\": 1967, \"state\": \"KENTUCKY\", \"incidence\": 46.83000000000002}, {\"YEAR\": 1968, \"state\": \"KENTUCKY\", \"incidence\": 4.369999999999999}, {\"YEAR\": 1969, \"state\": \"KENTUCKY\", \"incidence\": 2.210000000000001}, {\"YEAR\": 1970, \"state\": \"KENTUCKY\", \"incidence\": 32.39}, {\"YEAR\": 1971, \"state\": \"KENTUCKY\", \"incidence\": 111.46000000000005}, {\"YEAR\": 1972, \"state\": \"KENTUCKY\", \"incidence\": 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{\"YEAR\": 1990, \"state\": \"MISSISSIPPI\", \"incidence\": 0.5}, {\"YEAR\": 1991, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1992, \"state\": \"MISSISSIPPI\", \"incidence\": 0.04}, {\"YEAR\": 1993, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"MISSISSIPPI\", \"incidence\": 0.14}, {\"YEAR\": 1998, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"MISSISSIPPI\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"MISSOURI\", \"incidence\": 198.6300000000001}, {\"YEAR\": 1929, \"state\": \"MISSOURI\", \"incidence\": 183.46000000000015}, {\"YEAR\": 1930, \"state\": \"MISSOURI\", \"incidence\": 149.81000000000003}, {\"YEAR\": 1931, \"state\": \"MISSOURI\", \"incidence\": 369.76999999999987}, {\"YEAR\": 1932, \"state\": \"MISSOURI\", \"incidence\": 43.15999999999999}, {\"YEAR\": 1933, \"state\": \"MISSOURI\", \"incidence\": 152.96000000000012}, {\"YEAR\": 1934, \"state\": \"MISSOURI\", \"incidence\": 539.4799999999998}, {\"YEAR\": 1935, \"state\": \"MISSOURI\", \"incidence\": 345.1900000000001}, {\"YEAR\": 1936, \"state\": \"MISSOURI\", \"incidence\": 17.37}, {\"YEAR\": 1937, \"state\": \"MISSOURI\", \"incidence\": 186.45}, {\"YEAR\": 1938, \"state\": \"MISSOURI\", \"incidence\": 525.47}, {\"YEAR\": 1939, \"state\": \"MISSOURI\", \"incidence\": 76.60999999999997}, {\"YEAR\": 1940, \"state\": \"MISSOURI\", \"incidence\": 15.55}, {\"YEAR\": 1941, \"state\": \"MISSOURI\", \"incidence\": 175.17000000000007}, {\"YEAR\": 1942, 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1982, \"state\": \"MISSOURI\", \"incidence\": 0.04}, {\"YEAR\": 1983, \"state\": \"MISSOURI\", \"incidence\": 0.04}, {\"YEAR\": 1984, \"state\": \"MISSOURI\", \"incidence\": 0.12}, {\"YEAR\": 1985, \"state\": \"MISSOURI\", \"incidence\": 0.02}, {\"YEAR\": 1986, \"state\": \"MISSOURI\", \"incidence\": 0.62}, {\"YEAR\": 1987, \"state\": \"MISSOURI\", \"incidence\": 3.7600000000000007}, {\"YEAR\": 1988, \"state\": \"MISSOURI\", \"incidence\": 0.41000000000000003}, {\"YEAR\": 1989, \"state\": \"MISSOURI\", \"incidence\": 9.969999999999999}, {\"YEAR\": 1990, \"state\": \"MISSOURI\", \"incidence\": 1.04}, {\"YEAR\": 1991, \"state\": \"MISSOURI\", \"incidence\": 0.0}, {\"YEAR\": 1992, \"state\": \"MISSOURI\", \"incidence\": 0.02}, {\"YEAR\": 1993, \"state\": \"MISSOURI\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"MISSOURI\", \"incidence\": 0.8099999999999999}, {\"YEAR\": 1995, \"state\": \"MISSOURI\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"MISSOURI\", \"incidence\": 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{\"YEAR\": 1991, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1992, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.15}, {\"YEAR\": 1998, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"NORTH DAKOTA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"OHIO\", \"incidence\": 355.92}, {\"YEAR\": 1929, \"state\": \"OHIO\", \"incidence\": 561.14}, {\"YEAR\": 1930, \"state\": \"OHIO\", \"incidence\": 277.6000000000001}, {\"YEAR\": 1931, \"state\": \"OHIO\", \"incidence\": 291.3200000000001}, {\"YEAR\": 1932, \"state\": \"OHIO\", \"incidence\": 539.34}, {\"YEAR\": 1933, \"state\": \"OHIO\", \"incidence\": 233.67000000000004}, {\"YEAR\": 1934, \"state\": \"OHIO\", \"incidence\": 410.4999999999999}, {\"YEAR\": 1935, \"state\": \"OHIO\", \"incidence\": 544.79}, {\"YEAR\": 1936, \"state\": \"OHIO\", \"incidence\": 136.53000000000003}, {\"YEAR\": 1937, \"state\": \"OHIO\", \"incidence\": 366.37}, {\"YEAR\": 1938, \"state\": \"OHIO\", \"incidence\": 694.2700000000001}, {\"YEAR\": 1939, \"state\": \"OHIO\", \"incidence\": 74.00000000000003}, {\"YEAR\": 1940, \"state\": \"OHIO\", \"incidence\": 22.400000000000002}, {\"YEAR\": 1941, \"state\": \"OHIO\", \"incidence\": 1132.7699999999995}, {\"YEAR\": 1942, \"state\": \"OHIO\", \"incidence\": 127.08}, {\"YEAR\": 1943, \"state\": \"OHIO\", \"incidence\": 276.40999999999997}, {\"YEAR\": 1944, 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{\"YEAR\": 2002, \"state\": \"OHIO\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"OHIO\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"OKLAHOMA\", \"incidence\": 268.70999999999964}, {\"YEAR\": 1929, \"state\": \"OKLAHOMA\", \"incidence\": 46.190000000000005}, {\"YEAR\": 1930, \"state\": \"OKLAHOMA\", \"incidence\": 164.92999999999995}, {\"YEAR\": 1931, \"state\": \"OKLAHOMA\", \"incidence\": 32.169999999999995}, {\"YEAR\": 1932, \"state\": \"OKLAHOMA\", \"incidence\": 43.169999999999995}, {\"YEAR\": 1933, \"state\": \"OKLAHOMA\", \"incidence\": 101.87}, {\"YEAR\": 1934, \"state\": \"OKLAHOMA\", \"incidence\": 378.08000000000027}, {\"YEAR\": 1935, \"state\": \"OKLAHOMA\", \"incidence\": 102.91000000000001}, {\"YEAR\": 1936, \"state\": \"OKLAHOMA\", \"incidence\": 15.219999999999995}, {\"YEAR\": 1937, \"state\": \"OKLAHOMA\", \"incidence\": 45.62000000000001}, {\"YEAR\": 1938, \"state\": \"OKLAHOMA\", \"incidence\": 116.62000000000003}, {\"YEAR\": 1939, \"state\": 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1995, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"OREGON\", \"incidence\": 223.08999999999995}, {\"YEAR\": 1929, \"state\": \"OREGON\", \"incidence\": 492.32000000000005}, {\"YEAR\": 1930, \"state\": \"OREGON\", \"incidence\": 276.3599999999999}, {\"YEAR\": 1931, \"state\": \"OREGON\", \"incidence\": 242.56000000000003}, {\"YEAR\": 1932, \"state\": \"OREGON\", \"incidence\": 514.2}, {\"YEAR\": 1933, \"state\": \"OREGON\", \"incidence\": 230.36999999999998}, 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0.0}, {\"YEAR\": 1994, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.07}, {\"YEAR\": 1995, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.01}, {\"YEAR\": 1996, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.09999999999999999}, {\"YEAR\": 1997, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.12999999999999998}, {\"YEAR\": 1998, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.03}, {\"YEAR\": 1999, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.05}, {\"YEAR\": 2002, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"RHODE ISLAND\", \"incidence\": 735.3200000000002}, {\"YEAR\": 1929, \"state\": \"RHODE ISLAND\", \"incidence\": 270.62}, {\"YEAR\": 1930, \"state\": \"RHODE ISLAND\", \"incidence\": 39.22999999999999}, {\"YEAR\": 1931, \"state\": \"RHODE ISLAND\", 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ISLAND\", \"incidence\": 22.430000000000003}, {\"YEAR\": 1957, \"state\": \"RHODE ISLAND\", \"incidence\": 72.66999999999999}, {\"YEAR\": 1958, \"state\": \"RHODE ISLAND\", \"incidence\": 496.84000000000003}, {\"YEAR\": 1959, \"state\": \"RHODE ISLAND\", \"incidence\": 35.91999999999997}, {\"YEAR\": 1960, \"state\": \"RHODE ISLAND\", \"incidence\": 227.84000000000006}, {\"YEAR\": 1961, \"state\": \"RHODE ISLAND\", \"incidence\": 766.1100000000002}, {\"YEAR\": 1962, \"state\": \"RHODE ISLAND\", \"incidence\": 378.9700000000001}, {\"YEAR\": 1963, \"state\": \"RHODE ISLAND\", \"incidence\": 139.60000000000005}, {\"YEAR\": 1964, \"state\": \"RHODE ISLAND\", \"incidence\": 279.31999999999994}, {\"YEAR\": 1965, \"state\": \"RHODE ISLAND\", \"incidence\": 444.82000000000005}, {\"YEAR\": 1966, \"state\": \"RHODE ISLAND\", \"incidence\": 9.750000000000002}, {\"YEAR\": 1967, \"state\": \"RHODE ISLAND\", \"incidence\": 6.819999999999999}, {\"YEAR\": 1968, \"state\": \"RHODE ISLAND\", 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{\"YEAR\": 1996, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"RHODE ISLAND\", \"incidence\": 0.49}, {\"YEAR\": 1998, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"RHODE ISLAND\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"SOUTH CAROLINA\", \"incidence\": 1138.49}, {\"YEAR\": 1929, \"state\": \"SOUTH CAROLINA\", \"incidence\": 12.200000000000003}, {\"YEAR\": 1930, \"state\": \"SOUTH CAROLINA\", \"incidence\": 14.450000000000001}, {\"YEAR\": 1931, \"state\": \"SOUTH CAROLINA\", \"incidence\": 189.95}, {\"YEAR\": 1932, \"state\": \"SOUTH CAROLINA\", \"incidence\": 182.57999999999998}, {\"YEAR\": 1933, \"state\": \"SOUTH CAROLINA\", \"incidence\": 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1958, \"state\": \"SOUTH CAROLINA\", \"incidence\": 472.1800000000001}, {\"YEAR\": 1959, \"state\": \"SOUTH CAROLINA\", \"incidence\": 82.91000000000005}, {\"YEAR\": 1960, \"state\": \"SOUTH CAROLINA\", \"incidence\": 53.68000000000003}, {\"YEAR\": 1961, \"state\": \"SOUTH CAROLINA\", \"incidence\": 136.62999999999997}, {\"YEAR\": 1962, \"state\": \"SOUTH CAROLINA\", \"incidence\": 38.39999999999998}, {\"YEAR\": 1963, \"state\": \"SOUTH CAROLINA\", \"incidence\": 95.74999999999999}, {\"YEAR\": 1964, \"state\": \"SOUTH CAROLINA\", \"incidence\": 161.62000000000006}, {\"YEAR\": 1965, \"state\": \"SOUTH CAROLINA\", \"incidence\": 50.54999999999998}, {\"YEAR\": 1966, \"state\": \"SOUTH CAROLINA\", \"incidence\": 26.30999999999998}, {\"YEAR\": 1967, \"state\": \"SOUTH CAROLINA\", \"incidence\": 20.439999999999994}, {\"YEAR\": 1968, \"state\": \"SOUTH CAROLINA\", \"incidence\": 1.52}, {\"YEAR\": 1969, \"state\": \"SOUTH CAROLINA\", \"incidence\": 5.3400000000000025}, {\"YEAR\": 1970, 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0.0}, {\"YEAR\": 1997, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.05}, {\"YEAR\": 1998, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"SOUTH DAKOTA\", \"incidence\": 160.16000000000003}, {\"YEAR\": 1929, \"state\": \"SOUTH DAKOTA\", \"incidence\": 167.76999999999992}, {\"YEAR\": 1930, \"state\": \"SOUTH DAKOTA\", \"incidence\": 346.3100000000002}, {\"YEAR\": 1931, \"state\": \"SOUTH DAKOTA\", \"incidence\": 212.3599999999999}, {\"YEAR\": 1932, \"state\": \"SOUTH DAKOTA\", \"incidence\": 96.37000000000008}, {\"YEAR\": 1933, \"state\": \"SOUTH DAKOTA\", \"incidence\": 299.08}, {\"YEAR\": 1934, \"state\": 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\"WEST VIRGINIA\", \"incidence\": 512.0100000000001}, {\"YEAR\": 1955, \"state\": \"WEST VIRGINIA\", \"incidence\": 204.22}, {\"YEAR\": 1956, \"state\": \"WEST VIRGINIA\", \"incidence\": 587.09}, {\"YEAR\": 1957, \"state\": \"WEST VIRGINIA\", \"incidence\": 185.11000000000004}, {\"YEAR\": 1958, \"state\": \"WEST VIRGINIA\", \"incidence\": 657.1999999999996}, {\"YEAR\": 1959, \"state\": \"WEST VIRGINIA\", \"incidence\": 406.39000000000004}, {\"YEAR\": 1960, \"state\": \"WEST VIRGINIA\", \"incidence\": 190.38999999999996}, {\"YEAR\": 1961, \"state\": \"WEST VIRGINIA\", \"incidence\": 429.01}, {\"YEAR\": 1962, \"state\": \"WEST VIRGINIA\", \"incidence\": 551.1199999999999}, {\"YEAR\": 1963, \"state\": \"WEST VIRGINIA\", \"incidence\": 696.2900000000001}, {\"YEAR\": 1964, \"state\": \"WEST VIRGINIA\", \"incidence\": 518.6999999999999}, {\"YEAR\": 1965, \"state\": \"WEST VIRGINIA\", \"incidence\": 832.69}, {\"YEAR\": 1966, \"state\": \"WEST VIRGINIA\", \"incidence\": 313.45}, {\"YEAR\": 1967, \"state\": \"WEST VIRGINIA\", \"incidence\": 84.57000000000004}, {\"YEAR\": 1968, \"state\": \"WEST VIRGINIA\", \"incidence\": 20.499999999999996}, {\"YEAR\": 1969, \"state\": \"WEST VIRGINIA\", \"incidence\": 13.819999999999999}, {\"YEAR\": 1970, \"state\": \"WEST VIRGINIA\", \"incidence\": 19.730000000000008}, {\"YEAR\": 1971, \"state\": \"WEST VIRGINIA\", \"incidence\": 31.989999999999995}, {\"YEAR\": 1972, \"state\": \"WEST VIRGINIA\", \"incidence\": 15.510000000000002}, {\"YEAR\": 1973, \"state\": \"WEST VIRGINIA\", \"incidence\": 12.580000000000002}, {\"YEAR\": 1974, \"state\": \"WEST VIRGINIA\", \"incidence\": 12.68000000000001}, {\"YEAR\": 1975, \"state\": \"WEST VIRGINIA\", \"incidence\": 11.730000000000002}, {\"YEAR\": 1976, \"state\": \"WEST VIRGINIA\", \"incidence\": 11.010000000000002}, {\"YEAR\": 1977, \"state\": \"WEST VIRGINIA\", \"incidence\": 13.870000000000001}, {\"YEAR\": 1978, \"state\": \"WEST VIRGINIA\", \"incidence\": 45.54999999999999}, {\"YEAR\": 1979, \"state\": \"WEST VIRGINIA\", \"incidence\": 4.539999999999999}, {\"YEAR\": 1980, \"state\": \"WEST VIRGINIA\", \"incidence\": 1.7500000000000009}, {\"YEAR\": 1981, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.6}, {\"YEAR\": 1982, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.1}, {\"YEAR\": 1983, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.05}, {\"YEAR\": 1984, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"WEST VIRGINIA\", \"incidence\": 2.5100000000000002}, {\"YEAR\": 1986, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.11}, {\"YEAR\": 1987, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.33}, {\"YEAR\": 1989, \"state\": \"WEST VIRGINIA\", \"incidence\": 2.9499999999999997}, {\"YEAR\": 1990, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.33}, {\"YEAR\": 1991, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1992, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WEST VIRGINIA\", \"incidence\": 1.98}, {\"YEAR\": 1995, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.05}, {\"YEAR\": 1998, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"WEST VIRGINIA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"WISCONSIN\", \"incidence\": 124.61000000000003}, {\"YEAR\": 1929, \"state\": \"WISCONSIN\", \"incidence\": 1016.54}, {\"YEAR\": 1930, \"state\": \"WISCONSIN\", \"incidence\": 748.5800000000002}, {\"YEAR\": 1931, \"state\": \"WISCONSIN\", \"incidence\": 506.57000000000005}, {\"YEAR\": 1932, \"state\": \"WISCONSIN\", \"incidence\": 935.3100000000001}, {\"YEAR\": 1933, \"state\": \"WISCONSIN\", \"incidence\": 317.4799999999999}, {\"YEAR\": 1934, \"state\": \"WISCONSIN\", \"incidence\": 1332.8400000000001}, {\"YEAR\": 1935, \"state\": \"WISCONSIN\", \"incidence\": 1415.3799999999992}, {\"YEAR\": 1936, \"state\": \"WISCONSIN\", \"incidence\": 126.57000000000002}, {\"YEAR\": 1937, \"state\": \"WISCONSIN\", \"incidence\": 66.54999999999998}, {\"YEAR\": 1938, \"state\": \"WISCONSIN\", \"incidence\": 2348.05}, {\"YEAR\": 1939, \"state\": \"WISCONSIN\", \"incidence\": 768.0400000000001}, {\"YEAR\": 1940, \"state\": \"WISCONSIN\", \"incidence\": 636.4500000000004}, {\"YEAR\": 1941, \"state\": \"WISCONSIN\", \"incidence\": 993.0699999999999}, {\"YEAR\": 1942, \"state\": \"WISCONSIN\", \"incidence\": 781.7900000000001}, {\"YEAR\": 1943, \"state\": \"WISCONSIN\", \"incidence\": 1290.5400000000004}, {\"YEAR\": 1944, \"state\": \"WISCONSIN\", \"incidence\": 1407.9099999999999}, {\"YEAR\": 1945, \"state\": \"WISCONSIN\", \"incidence\": 165.52}, {\"YEAR\": 1946, \"state\": \"WISCONSIN\", \"incidence\": 1333.6000000000001}, {\"YEAR\": 1947, \"state\": \"WISCONSIN\", \"incidence\": 383.1399999999999}, {\"YEAR\": 1948, \"state\": \"WISCONSIN\", \"incidence\": 926.1499999999999}, {\"YEAR\": 1949, \"state\": \"WISCONSIN\", \"incidence\": 1171.0699999999997}, {\"YEAR\": 1950, \"state\": \"WISCONSIN\", \"incidence\": 546.7099999999999}, {\"YEAR\": 1951, \"state\": \"WISCONSIN\", \"incidence\": 958.0700000000002}, {\"YEAR\": 1952, \"state\": \"WISCONSIN\", \"incidence\": 1140.8300000000004}, {\"YEAR\": 1953, \"state\": \"WISCONSIN\", \"incidence\": 1166.8400000000001}, {\"YEAR\": 1954, \"state\": \"WISCONSIN\", \"incidence\": 289.5700000000002}, {\"YEAR\": 1955, \"state\": \"WISCONSIN\", \"incidence\": 1389.0500000000002}, {\"YEAR\": 1956, \"state\": \"WISCONSIN\", \"incidence\": 715.7399999999998}, {\"YEAR\": 1957, \"state\": \"WISCONSIN\", \"incidence\": 980.76}, {\"YEAR\": 1958, \"state\": \"WISCONSIN\", \"incidence\": 1665.3700000000001}, {\"YEAR\": 1959, \"state\": \"WISCONSIN\", \"incidence\": 384.7699999999999}, {\"YEAR\": 1960, \"state\": \"WISCONSIN\", \"incidence\": 1090.16}, {\"YEAR\": 1961, \"state\": \"WISCONSIN\", \"incidence\": 932.9300000000002}, {\"YEAR\": 1962, \"state\": \"WISCONSIN\", \"incidence\": 365.34000000000003}, {\"YEAR\": 1963, \"state\": \"WISCONSIN\", \"incidence\": 1413.07}, {\"YEAR\": 1964, \"state\": \"WISCONSIN\", \"incidence\": 370.34999999999985}, {\"YEAR\": 1965, \"state\": \"WISCONSIN\", \"incidence\": 482.21999999999974}, {\"YEAR\": 1966, \"state\": \"WISCONSIN\", \"incidence\": 736.0699999999999}, {\"YEAR\": 1967, \"state\": \"WISCONSIN\", \"incidence\": 49.53000000000001}, {\"YEAR\": 1968, \"state\": \"WISCONSIN\", \"incidence\": 31.89000000000001}, {\"YEAR\": 1969, \"state\": \"WISCONSIN\", \"incidence\": 15.330000000000005}, {\"YEAR\": 1970, \"state\": \"WISCONSIN\", \"incidence\": 31.019999999999985}, {\"YEAR\": 1971, \"state\": \"WISCONSIN\", \"incidence\": 87.53}, {\"YEAR\": 1972, \"state\": \"WISCONSIN\", \"incidence\": 76.33999999999999}, {\"YEAR\": 1973, \"state\": \"WISCONSIN\", \"incidence\": 29.969999999999985}, {\"YEAR\": 1974, \"state\": \"WISCONSIN\", \"incidence\": 13.900000000000002}, {\"YEAR\": 1975, \"state\": \"WISCONSIN\", \"incidence\": 32.03}, {\"YEAR\": 1976, \"state\": \"WISCONSIN\", \"incidence\": 88.54}, {\"YEAR\": 1977, \"state\": \"WISCONSIN\", \"incidence\": 45.35000000000002}, {\"YEAR\": 1978, \"state\": \"WISCONSIN\", \"incidence\": 33.27000000000002}, {\"YEAR\": 1979, \"state\": \"WISCONSIN\", \"incidence\": 13.759999999999998}, {\"YEAR\": 1980, \"state\": \"WISCONSIN\", \"incidence\": 31.289999999999996}, {\"YEAR\": 1981, \"state\": \"WISCONSIN\", \"incidence\": 0.12}, {\"YEAR\": 1982, \"state\": \"WISCONSIN\", \"incidence\": 0.02}, {\"YEAR\": 1983, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"WISCONSIN\", \"incidence\": 0.6500000000000001}, {\"YEAR\": 1985, \"state\": \"WISCONSIN\", \"incidence\": 1.2000000000000002}, {\"YEAR\": 1986, \"state\": \"WISCONSIN\", \"incidence\": 5.8500000000000005}, {\"YEAR\": 1987, \"state\": \"WISCONSIN\", \"incidence\": 3.0200000000000005}, {\"YEAR\": 1988, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1989, \"state\": \"WISCONSIN\", \"incidence\": 6.44}, {\"YEAR\": 1990, \"state\": \"WISCONSIN\", \"incidence\": 13.389999999999995}, {\"YEAR\": 1991, \"state\": \"WISCONSIN\", \"incidence\": 0.14}, {\"YEAR\": 1992, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WISCONSIN\", \"incidence\": 0.04}, {\"YEAR\": 1995, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"WISCONSIN\", \"incidence\": 0.02}, {\"YEAR\": 1997, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"WYOMING\", \"incidence\": 227.0}, {\"YEAR\": 1929, \"state\": \"WYOMING\", \"incidence\": 312.15999999999985}, {\"YEAR\": 1930, \"state\": \"WYOMING\", \"incidence\": 341.54999999999995}, {\"YEAR\": 1931, \"state\": \"WYOMING\", \"incidence\": 60.689999999999976}, {\"YEAR\": 1932, \"state\": \"WYOMING\", \"incidence\": 242.10000000000008}, {\"YEAR\": 1933, \"state\": \"WYOMING\", \"incidence\": 249.06000000000003}, {\"YEAR\": 1934, \"state\": \"WYOMING\", \"incidence\": 967.4399999999997}, {\"YEAR\": 1935, \"state\": \"WYOMING\", \"incidence\": 935.4200000000004}, {\"YEAR\": 1936, \"state\": \"WYOMING\", \"incidence\": 57.52000000000001}, {\"YEAR\": 1937, \"state\": \"WYOMING\", \"incidence\": 69.90999999999997}, {\"YEAR\": 1938, \"state\": \"WYOMING\", \"incidence\": 360.59000000000015}, {\"YEAR\": 1939, \"state\": \"WYOMING\", \"incidence\": 1392.34}, {\"YEAR\": 1940, \"state\": \"WYOMING\", \"incidence\": 393.6}, {\"YEAR\": 1941, \"state\": \"WYOMING\", \"incidence\": 381.72999999999985}, {\"YEAR\": 1942, \"state\": \"WYOMING\", \"incidence\": 635.27}, {\"YEAR\": 1943, \"state\": \"WYOMING\", \"incidence\": 1088.6099999999997}, {\"YEAR\": 1944, \"state\": \"WYOMING\", \"incidence\": 728.0799999999998}, {\"YEAR\": 1945, \"state\": \"WYOMING\", \"incidence\": 157.5799999999999}, {\"YEAR\": 1946, \"state\": \"WYOMING\", \"incidence\": 397.5900000000001}, {\"YEAR\": 1947, \"state\": \"WYOMING\", \"incidence\": 170.19}, {\"YEAR\": 1948, \"state\": \"WYOMING\", \"incidence\": 805.4100000000001}, {\"YEAR\": 1949, \"state\": \"WYOMING\", \"incidence\": 201.42000000000013}, {\"YEAR\": 1950, \"state\": \"WYOMING\", \"incidence\": 209.98999999999995}, {\"YEAR\": 1951, \"state\": \"WYOMING\", \"incidence\": 753.5800000000002}, {\"YEAR\": 1952, \"state\": \"WYOMING\", \"incidence\": 231.75000000000003}, {\"YEAR\": 1953, \"state\": \"WYOMING\", \"incidence\": 497.53999999999974}, {\"YEAR\": 1954, \"state\": \"WYOMING\", \"incidence\": 391.78999999999985}, {\"YEAR\": 1955, \"state\": \"WYOMING\", \"incidence\": 180.82999999999998}, {\"YEAR\": 1956, \"state\": \"WYOMING\", \"incidence\": 640.6899999999999}, {\"YEAR\": 1957, \"state\": \"WYOMING\", \"incidence\": 69.45999999999995}, {\"YEAR\": 1958, \"state\": \"WYOMING\", \"incidence\": 433.30999999999995}, {\"YEAR\": 1959, \"state\": \"WYOMING\", \"incidence\": 281.20000000000005}, {\"YEAR\": 1960, \"state\": \"WYOMING\", \"incidence\": 209.63}, {\"YEAR\": 1961, \"state\": \"WYOMING\", \"incidence\": 143.65000000000003}, {\"YEAR\": 1962, \"state\": \"WYOMING\", \"incidence\": 142.93000000000006}, {\"YEAR\": 1963, \"state\": \"WYOMING\", \"incidence\": 97.92}, {\"YEAR\": 1964, \"state\": \"WYOMING\", \"incidence\": 84.29000000000003}, {\"YEAR\": 1965, \"state\": \"WYOMING\", \"incidence\": 226.15000000000015}, {\"YEAR\": 1966, \"state\": \"WYOMING\", \"incidence\": 72.79}, {\"YEAR\": 1967, \"state\": \"WYOMING\", \"incidence\": 64.27}, {\"YEAR\": 1968, \"state\": \"WYOMING\", \"incidence\": 16.999999999999993}, {\"YEAR\": 1969, \"state\": \"WYOMING\", \"incidence\": 2.43}, {\"YEAR\": 1970, \"state\": \"WYOMING\", \"incidence\": 3.23}, {\"YEAR\": 1971, \"state\": \"WYOMING\", \"incidence\": 24.49}, {\"YEAR\": 1972, \"state\": \"WYOMING\", \"incidence\": 14.399999999999999}, {\"YEAR\": 1973, \"state\": \"WYOMING\", \"incidence\": 19.68}, {\"YEAR\": 1974, \"state\": \"WYOMING\", \"incidence\": 4.460000000000001}, {\"YEAR\": 1975, \"state\": \"WYOMING\", \"incidence\": 0.75}, {\"YEAR\": 1976, \"state\": \"WYOMING\", \"incidence\": 0.97}, {\"YEAR\": 1977, \"state\": \"WYOMING\", \"incidence\": 5.770000000000002}, {\"YEAR\": 1978, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1979, \"state\": \"WYOMING\", \"incidence\": 0.43}, {\"YEAR\": 1980, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1981, \"state\": \"WYOMING\", \"incidence\": 0.2}, {\"YEAR\": 1982, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1983, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"WYOMING\", \"incidence\": 1.01}, {\"YEAR\": 1986, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1987, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1989, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1990, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1991, \"state\": \"WYOMING\", \"incidence\": 0.65}, {\"YEAR\": 1992, \"state\": \"WYOMING\", \"incidence\": 0.21}, {\"YEAR\": 1993, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"WYOMING\", \"incidence\": 0.2}, {\"YEAR\": 1997, \"state\": \"WYOMING\", \"incidence\": 0.61}, {\"YEAR\": 1998, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"WYOMING\", \"incidence\": 0.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alt.Chart(measles).mark_rect().encode(\n",
    "    x='YEAR:O',\n",
    "    y='state:N',\n",
    "    color='incidence'\n",
    ").properties(\n",
    "    width=600,\n",
    "    height=400\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adjusting Aesthetics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All operative components of the visualization appear above, we now just have to adjust the aesthetic features to reproduce the original plot.\n",
    "Altair allows a wide range of flexibility for such adjustments, including size and color of markings, axis labels and titles, and more.\n",
    "\n",
    "Here is the data visualized again with a number of these adjustments:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id=\"altair-viz-2\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  (function(spec, embedOpt){\n",
       "    const outputDiv = document.getElementById(\"altair-viz-2\");\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
       "    };\n",
       "\n",
       "    function loadScript(lib) {\n",
       "      return new Promise(function(resolve, reject) {\n",
       "        var s = document.createElement('script');\n",
       "        s.src = paths[lib];\n",
       "        s.async = true;\n",
       "        s.onload = () => resolve(paths[lib]);\n",
       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else if (typeof vegaEmbed === \"function\") {\n",
       "      displayChart(vegaEmbed);\n",
       "    } else {\n",
       "      loadScript(\"vega\")\n",
       "        .then(() => loadScript(\"vega-lite\"))\n",
       "        .then(() => loadScript(\"vega-embed\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-7c6a45a20b09aa090712bc9182fe0330\"}, \"mark\": \"rect\", \"encoding\": {\"color\": {\"type\": \"quantitative\", \"field\": \"incidence\", \"legend\": null, \"scale\": {\"domain\": [0, 100, 200, 300, 1000, 3000], \"range\": [\"#F0F8FF\", \"cornflowerblue\", \"mediumseagreen\", \"#FFEE00\", \"darkorange\", \"firebrick\"], \"type\": \"sqrt\"}, \"sort\": \"ascending\"}, \"x\": {\"type\": \"ordinal\", \"axis\": {\"ticks\": false, \"title\": null}, \"field\": \"YEAR\"}, \"y\": {\"type\": \"nominal\", \"axis\": {\"ticks\": false, \"title\": null}, \"field\": \"state\"}}, \"height\": 500, \"width\": 800, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.0.0.json\", \"datasets\": {\"data-7c6a45a20b09aa090712bc9182fe0330\": [{\"YEAR\": 1928, \"state\": \"ALABAMA\", \"incidence\": 334.98999999999995}, {\"YEAR\": 1929, \"state\": \"ALABAMA\", \"incidence\": 111.93000000000004}, {\"YEAR\": 1930, \"state\": \"ALABAMA\", \"incidence\": 157.00000000000006}, {\"YEAR\": 1931, \"state\": \"ALABAMA\", \"incidence\": 337.29000000000013}, {\"YEAR\": 1932, \"state\": \"ALABAMA\", \"incidence\": 10.20999999999999}, {\"YEAR\": 1933, \"state\": \"ALABAMA\", \"incidence\": 65.21999999999998}, {\"YEAR\": 1934, \"state\": \"ALABAMA\", \"incidence\": 590.27}, {\"YEAR\": 1935, \"state\": \"ALABAMA\", \"incidence\": 265.3400000000002}, {\"YEAR\": 1936, \"state\": \"ALABAMA\", \"incidence\": 20.779999999999994}, {\"YEAR\": 1937, \"state\": \"ALABAMA\", \"incidence\": 22.459999999999987}, {\"YEAR\": 1938, \"state\": \"ALABAMA\", \"incidence\": 496.4400000000001}, {\"YEAR\": 1939, \"state\": \"ALABAMA\", \"incidence\": 182.63999999999984}, {\"YEAR\": 1940, \"state\": \"ALABAMA\", \"incidence\": 115.12000000000002}, {\"YEAR\": 1941, \"state\": \"ALABAMA\", \"incidence\": 297.47000000000014}, {\"YEAR\": 1942, \"state\": \"ALABAMA\", \"incidence\": 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69.68}, {\"YEAR\": 1956, \"state\": \"ALABAMA\", \"incidence\": 231.74999999999994}, {\"YEAR\": 1957, \"state\": \"ALABAMA\", \"incidence\": 299.78999999999996}, {\"YEAR\": 1958, \"state\": \"ALABAMA\", \"incidence\": 242.33999999999992}, {\"YEAR\": 1959, \"state\": \"ALABAMA\", \"incidence\": 108.19000000000003}, {\"YEAR\": 1960, \"state\": \"ALABAMA\", \"incidence\": 63.330000000000005}, {\"YEAR\": 1961, \"state\": \"ALABAMA\", \"incidence\": 78.01000000000002}, {\"YEAR\": 1962, \"state\": \"ALABAMA\", \"incidence\": 71.58000000000006}, {\"YEAR\": 1963, \"state\": \"ALABAMA\", \"incidence\": 34.74000000000002}, {\"YEAR\": 1964, \"state\": \"ALABAMA\", \"incidence\": 533.6800000000001}, {\"YEAR\": 1965, \"state\": \"ALABAMA\", \"incidence\": 68.20000000000006}, {\"YEAR\": 1966, \"state\": \"ALABAMA\", \"incidence\": 52.37999999999999}, {\"YEAR\": 1967, \"state\": \"ALABAMA\", \"incidence\": 38.98000000000002}, {\"YEAR\": 1968, \"state\": \"ALABAMA\", \"incidence\": 4.650000000000001}, 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1985, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1986, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1987, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"ALASKA\", \"incidence\": 0.18}, {\"YEAR\": 1989, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1990, \"state\": \"ALASKA\", \"incidence\": 4.859999999999999}, {\"YEAR\": 1991, \"state\": \"ALASKA\", \"incidence\": 0.18}, {\"YEAR\": 1992, \"state\": \"ALASKA\", \"incidence\": 0.68}, {\"YEAR\": 1993, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"ALASKA\", \"incidence\": 2.67}, {\"YEAR\": 1995, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"ALASKA\", \"incidence\": 11.160000000000002}, {\"YEAR\": 1997, \"state\": \"ALASKA\", \"incidence\": 0.16}, {\"YEAR\": 1998, \"state\": \"ALASKA\", \"incidence\": 2.58}, {\"YEAR\": 1999, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"ALASKA\", \"incidence\": 0.16}, {\"YEAR\": 2001, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ARIZONA\", \"incidence\": 200.75000000000003}, {\"YEAR\": 1929, \"state\": \"ARIZONA\", \"incidence\": 54.87999999999996}, {\"YEAR\": 1930, \"state\": \"ARIZONA\", \"incidence\": 466.30999999999983}, {\"YEAR\": 1931, \"state\": \"ARIZONA\", \"incidence\": 497.6900000000003}, {\"YEAR\": 1932, \"state\": \"ARIZONA\", \"incidence\": 20.110000000000003}, {\"YEAR\": 1933, \"state\": \"ARIZONA\", \"incidence\": 296.0100000000002}, {\"YEAR\": 1934, \"state\": \"ARIZONA\", \"incidence\": 238.8099999999999}, {\"YEAR\": 1935, \"state\": \"ARIZONA\", \"incidence\": 135.01999999999995}, {\"YEAR\": 1936, \"state\": \"ARIZONA\", \"incidence\": 525.5}, {\"YEAR\": 1937, \"state\": \"ARIZONA\", \"incidence\": 837.3000000000002}, {\"YEAR\": 1938, \"state\": \"ARIZONA\", \"incidence\": 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72.0}, {\"YEAR\": 1967, \"state\": \"COLORADO\", \"incidence\": 79.64}, {\"YEAR\": 1968, \"state\": \"COLORADO\", \"incidence\": 23.540000000000006}, {\"YEAR\": 1969, \"state\": \"COLORADO\", \"incidence\": 6.429999999999999}, {\"YEAR\": 1970, \"state\": \"COLORADO\", \"incidence\": 10.409999999999998}, {\"YEAR\": 1971, \"state\": \"COLORADO\", \"incidence\": 37.16999999999998}, {\"YEAR\": 1972, \"state\": \"COLORADO\", \"incidence\": 20.879999999999978}, {\"YEAR\": 1973, \"state\": \"COLORADO\", \"incidence\": 6.550000000000001}, {\"YEAR\": 1974, \"state\": \"COLORADO\", \"incidence\": 6.13}, {\"YEAR\": 1975, \"state\": \"COLORADO\", \"incidence\": 44.43999999999999}, {\"YEAR\": 1976, \"state\": \"COLORADO\", \"incidence\": 16.67}, {\"YEAR\": 1977, \"state\": \"COLORADO\", \"incidence\": 15.699999999999994}, {\"YEAR\": 1978, \"state\": \"COLORADO\", \"incidence\": 1.8}, {\"YEAR\": 1979, \"state\": \"COLORADO\", \"incidence\": 2.479999999999999}, {\"YEAR\": 1980, \"state\": 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\"incidence\": 0.54}, {\"YEAR\": 1995, \"state\": \"COLORADO\", \"incidence\": 0.6799999999999999}, {\"YEAR\": 1996, \"state\": \"COLORADO\", \"incidence\": 0.21}, {\"YEAR\": 1997, \"state\": \"COLORADO\", \"incidence\": 0.72}, {\"YEAR\": 1998, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"COLORADO\", \"incidence\": 0.06}, {\"YEAR\": 2001, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"COLORADO\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"CONNECTICUT\", \"incidence\": 634.9500000000002}, {\"YEAR\": 1929, \"state\": \"CONNECTICUT\", \"incidence\": 614.82}, {\"YEAR\": 1930, \"state\": \"CONNECTICUT\", \"incidence\": 112.22999999999999}, {\"YEAR\": 1931, \"state\": \"CONNECTICUT\", \"incidence\": 790.4599999999996}, {\"YEAR\": 1932, \"state\": \"CONNECTICUT\", \"incidence\": 348.27000000000027}, 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{\"YEAR\": 1971, \"state\": \"CONNECTICUT\", \"incidence\": 38.910000000000025}, {\"YEAR\": 1972, \"state\": \"CONNECTICUT\", \"incidence\": 50.080000000000005}, {\"YEAR\": 1973, \"state\": \"CONNECTICUT\", \"incidence\": 59.170000000000016}, {\"YEAR\": 1974, \"state\": \"CONNECTICUT\", \"incidence\": 5.6}, {\"YEAR\": 1975, \"state\": \"CONNECTICUT\", \"incidence\": 4.159999999999999}, {\"YEAR\": 1976, \"state\": \"CONNECTICUT\", \"incidence\": 7.640000000000001}, {\"YEAR\": 1977, \"state\": \"CONNECTICUT\", \"incidence\": 25.020000000000003}, {\"YEAR\": 1978, \"state\": \"CONNECTICUT\", \"incidence\": 17.039999999999996}, {\"YEAR\": 1979, \"state\": \"CONNECTICUT\", \"incidence\": 0.12}, {\"YEAR\": 1980, \"state\": \"CONNECTICUT\", \"incidence\": 0.8500000000000001}, {\"YEAR\": 1981, \"state\": \"CONNECTICUT\", \"incidence\": 0.27}, {\"YEAR\": 1982, \"state\": \"CONNECTICUT\", \"incidence\": 0.24}, {\"YEAR\": 1983, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"CONNECTICUT\", \"incidence\": 0.31000000000000005}, {\"YEAR\": 1985, \"state\": \"CONNECTICUT\", \"incidence\": 0.18}, {\"YEAR\": 1986, \"state\": \"CONNECTICUT\", \"incidence\": 0.27}, {\"YEAR\": 1987, \"state\": \"CONNECTICUT\", \"incidence\": 0.66}, {\"YEAR\": 1988, \"state\": \"CONNECTICUT\", \"incidence\": 0.51}, {\"YEAR\": 1989, \"state\": \"CONNECTICUT\", \"incidence\": 6.529999999999999}, {\"YEAR\": 1990, \"state\": \"CONNECTICUT\", \"incidence\": 5.7}, {\"YEAR\": 1991, \"state\": \"CONNECTICUT\", \"incidence\": 0.6900000000000001}, {\"YEAR\": 1992, \"state\": \"CONNECTICUT\", \"incidence\": 0.06}, {\"YEAR\": 1993, \"state\": \"CONNECTICUT\", \"incidence\": 0.18}, {\"YEAR\": 1994, \"state\": \"CONNECTICUT\", \"incidence\": 0.12}, {\"YEAR\": 1995, \"state\": \"CONNECTICUT\", \"incidence\": 0.03}, {\"YEAR\": 1996, \"state\": \"CONNECTICUT\", \"incidence\": 0.03}, {\"YEAR\": 1997, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": 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{\"YEAR\": 1949, \"state\": \"DELAWARE\", \"incidence\": 234.52999999999986}, {\"YEAR\": 1950, \"state\": \"DELAWARE\", \"incidence\": 194.70000000000013}, {\"YEAR\": 1951, \"state\": \"DELAWARE\", \"incidence\": 208.42000000000007}, {\"YEAR\": 1952, \"state\": \"DELAWARE\", \"incidence\": 119.34000000000002}, {\"YEAR\": 1953, \"state\": \"DELAWARE\", \"incidence\": 115.87999999999997}, {\"YEAR\": 1954, \"state\": \"DELAWARE\", \"incidence\": 527.67}, {\"YEAR\": 1955, \"state\": \"DELAWARE\", \"incidence\": 26.98000000000002}, {\"YEAR\": 1956, \"state\": \"DELAWARE\", \"incidence\": 212.31000000000003}, {\"YEAR\": 1957, \"state\": \"DELAWARE\", \"incidence\": 78.13000000000002}, {\"YEAR\": 1958, \"state\": \"DELAWARE\", \"incidence\": 118.89999999999998}, {\"YEAR\": 1959, \"state\": \"DELAWARE\", \"incidence\": 139.7}, {\"YEAR\": 1960, \"state\": \"DELAWARE\", \"incidence\": 212.92000000000004}, {\"YEAR\": 1961, \"state\": \"DELAWARE\", \"incidence\": 368.3500000000002}, {\"YEAR\": 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1.3499999999999999}, {\"YEAR\": 1991, \"state\": \"DELAWARE\", \"incidence\": 2.809999999999999}, {\"YEAR\": 1992, \"state\": \"DELAWARE\", \"incidence\": 0.42000000000000004}, {\"YEAR\": 1993, \"state\": \"DELAWARE\", \"incidence\": 0.28}, {\"YEAR\": 1994, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"DELAWARE\", \"incidence\": 0.13}, {\"YEAR\": 1997, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"DELAWARE\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"DISTRICT OF COLUMBIA\", \"incidence\": 535.6300000000001}, {\"YEAR\": 1929, \"state\": \"DISTRICT 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{\"YEAR\": 1996, \"state\": \"IDAHO\", \"incidence\": 0.16}, {\"YEAR\": 1997, \"state\": \"IDAHO\", \"incidence\": 6.59}, {\"YEAR\": 1998, \"state\": \"IDAHO\", \"incidence\": 0.08}, {\"YEAR\": 1999, \"state\": \"IDAHO\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"IDAHO\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"IDAHO\", \"incidence\": 0.16}, {\"YEAR\": 2002, \"state\": \"IDAHO\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"IDAHO\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ILLINOIS\", \"incidence\": 98.23999999999997}, {\"YEAR\": 1929, \"state\": \"ILLINOIS\", \"incidence\": 506.1800000000002}, {\"YEAR\": 1930, \"state\": \"ILLINOIS\", \"incidence\": 216.06999999999996}, {\"YEAR\": 1931, \"state\": \"ILLINOIS\", \"incidence\": 516.9700000000003}, {\"YEAR\": 1932, \"state\": \"ILLINOIS\", \"incidence\": 208.31000000000003}, {\"YEAR\": 1933, \"state\": \"ILLINOIS\", \"incidence\": 155.64999999999998}, {\"YEAR\": 1934, \"state\": \"ILLINOIS\", 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2003, \"state\": \"ILLINOIS\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"INDIANA\", \"incidence\": 263.6700000000001}, {\"YEAR\": 1929, \"state\": \"INDIANA\", \"incidence\": 322.0999999999998}, {\"YEAR\": 1930, \"state\": \"INDIANA\", \"incidence\": 120.73000000000003}, {\"YEAR\": 1931, \"state\": \"INDIANA\", \"incidence\": 541.2099999999997}, {\"YEAR\": 1932, \"state\": \"INDIANA\", \"incidence\": 88.78}, {\"YEAR\": 1933, \"state\": \"INDIANA\", \"incidence\": 108.02000000000004}, {\"YEAR\": 1934, \"state\": \"INDIANA\", \"incidence\": 631.0300000000001}, {\"YEAR\": 1935, \"state\": \"INDIANA\", \"incidence\": 299.12}, {\"YEAR\": 1936, \"state\": \"INDIANA\", \"incidence\": 21.150000000000006}, {\"YEAR\": 1937, \"state\": \"INDIANA\", \"incidence\": 210.12000000000006}, {\"YEAR\": 1938, \"state\": \"INDIANA\", \"incidence\": 523.1799999999998}, {\"YEAR\": 1939, \"state\": \"INDIANA\", \"incidence\": 59.79000000000001}, {\"YEAR\": 1940, \"state\": \"INDIANA\", \"incidence\": 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2.0100000000000007}, {\"YEAR\": 1981, \"state\": \"INDIANA\", \"incidence\": 0.34}, {\"YEAR\": 1982, \"state\": \"INDIANA\", \"incidence\": 0.06}, {\"YEAR\": 1983, \"state\": \"INDIANA\", \"incidence\": 6.779999999999999}, {\"YEAR\": 1984, \"state\": \"INDIANA\", \"incidence\": 0.04}, {\"YEAR\": 1985, \"state\": \"INDIANA\", \"incidence\": 0.06}, {\"YEAR\": 1986, \"state\": \"INDIANA\", \"incidence\": 0.7000000000000001}, {\"YEAR\": 1987, \"state\": \"INDIANA\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"INDIANA\", \"incidence\": 1.04}, {\"YEAR\": 1989, \"state\": \"INDIANA\", \"incidence\": 2.02}, {\"YEAR\": 1990, \"state\": \"INDIANA\", \"incidence\": 4.489999999999999}, {\"YEAR\": 1991, \"state\": \"INDIANA\", \"incidence\": 0.09}, {\"YEAR\": 1992, \"state\": \"INDIANA\", \"incidence\": 0.22}, {\"YEAR\": 1993, \"state\": \"INDIANA\", \"incidence\": 0.02}, {\"YEAR\": 1994, \"state\": \"INDIANA\", \"incidence\": 0.02}, {\"YEAR\": 1995, \"state\": \"INDIANA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"INDIANA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"INDIANA\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"INDIANA\", \"incidence\": 0.03}, {\"YEAR\": 1999, \"state\": \"INDIANA\", \"incidence\": 0.02}, {\"YEAR\": 2000, \"state\": \"INDIANA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"INDIANA\", \"incidence\": 0.03}, {\"YEAR\": 2002, \"state\": \"INDIANA\", \"incidence\": 0.02}, {\"YEAR\": 2003, \"state\": \"INDIANA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"IOWA\", \"incidence\": 28.629999999999995}, {\"YEAR\": 1929, \"state\": \"IOWA\", \"incidence\": 82.94999999999999}, {\"YEAR\": 1930, \"state\": \"IOWA\", \"incidence\": 395.59000000000003}, {\"YEAR\": 1931, \"state\": \"IOWA\", \"incidence\": 34.24999999999998}, {\"YEAR\": 1932, \"state\": \"IOWA\", \"incidence\": 6.320000000000003}, {\"YEAR\": 1933, \"state\": \"IOWA\", \"incidence\": 33.00999999999999}, {\"YEAR\": 1934, \"state\": \"IOWA\", \"incidence\": 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393.63000000000005}, {\"YEAR\": 1963, \"state\": \"IOWA\", \"incidence\": 280.07000000000016}, {\"YEAR\": 1964, \"state\": \"IOWA\", \"incidence\": 819.8199999999999}, {\"YEAR\": 1965, \"state\": \"IOWA\", \"incidence\": 339.54}, {\"YEAR\": 1966, \"state\": \"IOWA\", \"incidence\": 197.39}, {\"YEAR\": 1967, \"state\": \"IOWA\", \"incidence\": 29.599999999999987}, {\"YEAR\": 1968, \"state\": \"IOWA\", \"incidence\": 6.580000000000001}, {\"YEAR\": 1969, \"state\": \"IOWA\", \"incidence\": 9.979999999999995}, {\"YEAR\": 1970, \"state\": \"IOWA\", \"incidence\": 31.419999999999998}, {\"YEAR\": 1971, \"state\": \"IOWA\", \"incidence\": 94.78999999999995}, {\"YEAR\": 1972, \"state\": \"IOWA\", \"incidence\": 33.27000000000001}, {\"YEAR\": 1973, \"state\": \"IOWA\", \"incidence\": 10.119999999999997}, {\"YEAR\": 1974, \"state\": \"IOWA\", \"incidence\": 4.6000000000000005}, {\"YEAR\": 1975, \"state\": \"IOWA\", \"incidence\": 24.110000000000007}, {\"YEAR\": 1976, \"state\": \"IOWA\", 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\"state\": \"KANSAS\", \"incidence\": 4.750000000000001}, {\"YEAR\": 1990, \"state\": \"KANSAS\", \"incidence\": 9.46}, {\"YEAR\": 1991, \"state\": \"KANSAS\", \"incidence\": 0.36}, {\"YEAR\": 1992, \"state\": \"KANSAS\", \"incidence\": 0.08}, {\"YEAR\": 1993, \"state\": \"KANSAS\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"KANSAS\", \"incidence\": 0.04}, {\"YEAR\": 1995, \"state\": \"KANSAS\", \"incidence\": 0.04}, {\"YEAR\": 1996, \"state\": \"KANSAS\", \"incidence\": 0.04}, {\"YEAR\": 1997, \"state\": \"KANSAS\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"KANSAS\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"KANSAS\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"KANSAS\", \"incidence\": 0.08}, {\"YEAR\": 2001, \"state\": \"KANSAS\", \"incidence\": 0.04}, {\"YEAR\": 2002, \"state\": \"KANSAS\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"KANSAS\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"KENTUCKY\", \"incidence\": 216.26}, {\"YEAR\": 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1929, \"state\": \"MAINE\", \"incidence\": 719.1699999999997}, {\"YEAR\": 1930, \"state\": \"MAINE\", \"incidence\": 198.88}, {\"YEAR\": 1931, \"state\": \"MAINE\", \"incidence\": 434.35}, {\"YEAR\": 1932, \"state\": \"MAINE\", \"incidence\": 1086.2799999999993}, {\"YEAR\": 1933, \"state\": \"MAINE\", \"incidence\": 13.389999999999993}, {\"YEAR\": 1934, \"state\": \"MAINE\", \"incidence\": 78.02}, {\"YEAR\": 1935, \"state\": \"MAINE\", \"incidence\": 857.7600000000001}, {\"YEAR\": 1936, \"state\": \"MAINE\", \"incidence\": 891.8900000000002}, {\"YEAR\": 1937, \"state\": \"MAINE\", \"incidence\": 134.35}, {\"YEAR\": 1938, \"state\": \"MAINE\", \"incidence\": 509.67}, {\"YEAR\": 1939, \"state\": \"MAINE\", \"incidence\": 271.0900000000001}, {\"YEAR\": 1940, \"state\": \"MAINE\", \"incidence\": 837.7399999999998}, {\"YEAR\": 1941, \"state\": \"MAINE\", \"incidence\": 557.6999999999999}, {\"YEAR\": 1942, \"state\": \"MAINE\", \"incidence\": 540.6100000000001}, {\"YEAR\": 1943, \"state\": 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{\"YEAR\": 1958, \"state\": \"OREGON\", \"incidence\": 529.02}, {\"YEAR\": 1959, \"state\": \"OREGON\", \"incidence\": 447.57000000000005}, {\"YEAR\": 1960, \"state\": \"OREGON\", \"incidence\": 624.9399999999997}, {\"YEAR\": 1961, \"state\": \"OREGON\", \"incidence\": 322.05}, {\"YEAR\": 1962, \"state\": \"OREGON\", \"incidence\": 766.2300000000001}, {\"YEAR\": 1963, \"state\": \"OREGON\", \"incidence\": 258.3}, {\"YEAR\": 1964, \"state\": \"OREGON\", \"incidence\": 453.01000000000005}, {\"YEAR\": 1965, \"state\": \"OREGON\", \"incidence\": 181.74000000000004}, {\"YEAR\": 1966, \"state\": \"OREGON\", \"incidence\": 126.90999999999993}, {\"YEAR\": 1967, \"state\": \"OREGON\", \"incidence\": 86.72}, {\"YEAR\": 1968, \"state\": \"OREGON\", \"incidence\": 30.700000000000003}, {\"YEAR\": 1969, \"state\": \"OREGON\", \"incidence\": 9.830000000000005}, {\"YEAR\": 1970, \"state\": \"OREGON\", \"incidence\": 21.150000000000006}, {\"YEAR\": 1971, \"state\": \"OREGON\", \"incidence\": 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218.2299999999999}, {\"YEAR\": 1943, \"state\": \"SOUTH CAROLINA\", \"incidence\": 153.6599999999999}, {\"YEAR\": 1944, \"state\": \"SOUTH CAROLINA\", \"incidence\": 363.59999999999997}, {\"YEAR\": 1945, \"state\": \"SOUTH CAROLINA\", \"incidence\": 78.91000000000001}, {\"YEAR\": 1946, \"state\": \"SOUTH CAROLINA\", \"incidence\": 358.19000000000005}, {\"YEAR\": 1947, \"state\": \"SOUTH CAROLINA\", \"incidence\": 161.85999999999999}, {\"YEAR\": 1948, \"state\": \"SOUTH CAROLINA\", \"incidence\": 120.64999999999999}, {\"YEAR\": 1949, \"state\": \"SOUTH CAROLINA\", \"incidence\": 453.0799999999999}, {\"YEAR\": 1950, \"state\": \"SOUTH CAROLINA\", \"incidence\": 90.61999999999999}, {\"YEAR\": 1951, \"state\": \"SOUTH CAROLINA\", \"incidence\": 34.30999999999998}, {\"YEAR\": 1952, \"state\": \"SOUTH CAROLINA\", \"incidence\": 81.69}, {\"YEAR\": 1953, \"state\": \"SOUTH CAROLINA\", \"incidence\": 89.38}, {\"YEAR\": 1954, \"state\": \"SOUTH CAROLINA\", \"incidence\": 254.90999999999997}, 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1967, \"state\": \"SOUTH CAROLINA\", \"incidence\": 20.439999999999994}, {\"YEAR\": 1968, \"state\": \"SOUTH CAROLINA\", \"incidence\": 1.52}, {\"YEAR\": 1969, \"state\": \"SOUTH CAROLINA\", \"incidence\": 5.3400000000000025}, {\"YEAR\": 1970, \"state\": \"SOUTH CAROLINA\", \"incidence\": 24.009999999999987}, {\"YEAR\": 1971, \"state\": \"SOUTH CAROLINA\", \"incidence\": 32.76999999999999}, {\"YEAR\": 1972, \"state\": \"SOUTH CAROLINA\", \"incidence\": 7.630000000000002}, {\"YEAR\": 1973, \"state\": \"SOUTH CAROLINA\", \"incidence\": 2.8600000000000008}, {\"YEAR\": 1974, \"state\": \"SOUTH CAROLINA\", \"incidence\": 1.9600000000000009}, {\"YEAR\": 1975, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.5700000000000001}, {\"YEAR\": 1976, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.15}, {\"YEAR\": 1977, \"state\": \"SOUTH CAROLINA\", \"incidence\": 3.279999999999998}, {\"YEAR\": 1978, \"state\": \"SOUTH CAROLINA\", \"incidence\": 6.440000000000001}, {\"YEAR\": 1979, \"state\": \"SOUTH 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CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.05}, {\"YEAR\": 1998, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"SOUTH CAROLINA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"SOUTH DAKOTA\", \"incidence\": 160.16000000000003}, {\"YEAR\": 1929, \"state\": \"SOUTH DAKOTA\", \"incidence\": 167.76999999999992}, {\"YEAR\": 1930, \"state\": \"SOUTH DAKOTA\", \"incidence\": 346.3100000000002}, {\"YEAR\": 1931, \"state\": 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507.31}, {\"YEAR\": 1944, \"state\": \"SOUTH DAKOTA\", \"incidence\": 258.73000000000013}, {\"YEAR\": 1945, \"state\": \"SOUTH DAKOTA\", \"incidence\": 100.62999999999998}, {\"YEAR\": 1946, \"state\": \"SOUTH DAKOTA\", \"incidence\": 189.6899999999999}, {\"YEAR\": 1947, \"state\": \"SOUTH DAKOTA\", \"incidence\": 218.29999999999998}, {\"YEAR\": 1948, \"state\": \"SOUTH DAKOTA\", \"incidence\": 140.26000000000005}, {\"YEAR\": 1949, \"state\": \"SOUTH DAKOTA\", \"incidence\": 157.38999999999993}, {\"YEAR\": 1950, \"state\": \"SOUTH DAKOTA\", \"incidence\": 102.59000000000003}, {\"YEAR\": 1951, \"state\": \"SOUTH DAKOTA\", \"incidence\": 106.72000000000001}, {\"YEAR\": 1952, \"state\": \"SOUTH DAKOTA\", \"incidence\": 115.25999999999998}, {\"YEAR\": 1953, \"state\": \"SOUTH DAKOTA\", \"incidence\": 68.80999999999999}, {\"YEAR\": 1954, \"state\": \"SOUTH DAKOTA\", \"incidence\": 123.53000000000004}, {\"YEAR\": 1955, \"state\": \"SOUTH DAKOTA\", \"incidence\": 63.58999999999998}, {\"YEAR\": 1956, \"state\": \"SOUTH DAKOTA\", \"incidence\": 86.75}, {\"YEAR\": 1957, \"state\": \"SOUTH DAKOTA\", \"incidence\": 81.49000000000002}, {\"YEAR\": 1958, \"state\": \"SOUTH DAKOTA\", \"incidence\": 18.410000000000004}, {\"YEAR\": 1959, \"state\": \"SOUTH DAKOTA\", \"incidence\": 129.12000000000003}, {\"YEAR\": 1960, \"state\": \"SOUTH DAKOTA\", \"incidence\": 17.589999999999996}, {\"YEAR\": 1961, \"state\": \"SOUTH DAKOTA\", \"incidence\": 21.72}, {\"YEAR\": 1962, \"state\": \"SOUTH DAKOTA\", \"incidence\": 64.25000000000003}, {\"YEAR\": 1963, \"state\": \"SOUTH DAKOTA\", \"incidence\": 12.530000000000001}, {\"YEAR\": 1964, \"state\": \"SOUTH DAKOTA\", \"incidence\": 9.86}, {\"YEAR\": 1965, \"state\": \"SOUTH DAKOTA\", \"incidence\": 16.730000000000004}, {\"YEAR\": 1966, \"state\": \"SOUTH DAKOTA\", \"incidence\": 5.87}, {\"YEAR\": 1967, \"state\": \"SOUTH DAKOTA\", \"incidence\": 8.670000000000002}, {\"YEAR\": 1968, \"state\": \"SOUTH DAKOTA\", \"incidence\": 0.6}, {\"YEAR\": 1969, 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0.15}, {\"YEAR\": 1989, \"state\": \"WASHINGTON\", \"incidence\": 1.06}, {\"YEAR\": 1990, \"state\": \"WASHINGTON\", \"incidence\": 6.709999999999999}, {\"YEAR\": 1991, \"state\": \"WASHINGTON\", \"incidence\": 1.5299999999999998}, {\"YEAR\": 1992, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"WASHINGTON\", \"incidence\": 0.39000000000000007}, {\"YEAR\": 1996, \"state\": \"WASHINGTON\", \"incidence\": 0.92}, {\"YEAR\": 1997, \"state\": \"WASHINGTON\", \"incidence\": 0.27}, {\"YEAR\": 1998, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WASHINGTON\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": 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\"WISCONSIN\", \"incidence\": 781.7900000000001}, {\"YEAR\": 1943, \"state\": \"WISCONSIN\", \"incidence\": 1290.5400000000004}, {\"YEAR\": 1944, \"state\": \"WISCONSIN\", \"incidence\": 1407.9099999999999}, {\"YEAR\": 1945, \"state\": \"WISCONSIN\", \"incidence\": 165.52}, {\"YEAR\": 1946, \"state\": \"WISCONSIN\", \"incidence\": 1333.6000000000001}, {\"YEAR\": 1947, \"state\": \"WISCONSIN\", \"incidence\": 383.1399999999999}, {\"YEAR\": 1948, \"state\": \"WISCONSIN\", \"incidence\": 926.1499999999999}, {\"YEAR\": 1949, \"state\": \"WISCONSIN\", \"incidence\": 1171.0699999999997}, {\"YEAR\": 1950, \"state\": \"WISCONSIN\", \"incidence\": 546.7099999999999}, {\"YEAR\": 1951, \"state\": \"WISCONSIN\", \"incidence\": 958.0700000000002}, {\"YEAR\": 1952, \"state\": \"WISCONSIN\", \"incidence\": 1140.8300000000004}, {\"YEAR\": 1953, \"state\": \"WISCONSIN\", \"incidence\": 1166.8400000000001}, {\"YEAR\": 1954, \"state\": \"WISCONSIN\", \"incidence\": 289.5700000000002}, {\"YEAR\": 1955, \"state\": \"WISCONSIN\", \"incidence\": 1389.0500000000002}, {\"YEAR\": 1956, \"state\": \"WISCONSIN\", \"incidence\": 715.7399999999998}, {\"YEAR\": 1957, \"state\": \"WISCONSIN\", \"incidence\": 980.76}, {\"YEAR\": 1958, \"state\": \"WISCONSIN\", \"incidence\": 1665.3700000000001}, {\"YEAR\": 1959, \"state\": \"WISCONSIN\", \"incidence\": 384.7699999999999}, {\"YEAR\": 1960, \"state\": \"WISCONSIN\", \"incidence\": 1090.16}, {\"YEAR\": 1961, \"state\": \"WISCONSIN\", \"incidence\": 932.9300000000002}, {\"YEAR\": 1962, \"state\": \"WISCONSIN\", \"incidence\": 365.34000000000003}, {\"YEAR\": 1963, \"state\": \"WISCONSIN\", \"incidence\": 1413.07}, {\"YEAR\": 1964, \"state\": \"WISCONSIN\", \"incidence\": 370.34999999999985}, {\"YEAR\": 1965, \"state\": \"WISCONSIN\", \"incidence\": 482.21999999999974}, {\"YEAR\": 1966, \"state\": \"WISCONSIN\", \"incidence\": 736.0699999999999}, {\"YEAR\": 1967, \"state\": \"WISCONSIN\", \"incidence\": 49.53000000000001}, {\"YEAR\": 1968, \"state\": \"WISCONSIN\", \"incidence\": 31.89000000000001}, {\"YEAR\": 1969, \"state\": \"WISCONSIN\", \"incidence\": 15.330000000000005}, {\"YEAR\": 1970, \"state\": \"WISCONSIN\", \"incidence\": 31.019999999999985}, {\"YEAR\": 1971, \"state\": \"WISCONSIN\", \"incidence\": 87.53}, {\"YEAR\": 1972, \"state\": \"WISCONSIN\", \"incidence\": 76.33999999999999}, {\"YEAR\": 1973, \"state\": \"WISCONSIN\", \"incidence\": 29.969999999999985}, {\"YEAR\": 1974, \"state\": \"WISCONSIN\", \"incidence\": 13.900000000000002}, {\"YEAR\": 1975, \"state\": \"WISCONSIN\", \"incidence\": 32.03}, {\"YEAR\": 1976, \"state\": \"WISCONSIN\", \"incidence\": 88.54}, {\"YEAR\": 1977, \"state\": \"WISCONSIN\", \"incidence\": 45.35000000000002}, {\"YEAR\": 1978, \"state\": \"WISCONSIN\", \"incidence\": 33.27000000000002}, {\"YEAR\": 1979, \"state\": \"WISCONSIN\", \"incidence\": 13.759999999999998}, {\"YEAR\": 1980, \"state\": \"WISCONSIN\", \"incidence\": 31.289999999999996}, {\"YEAR\": 1981, \"state\": \"WISCONSIN\", \"incidence\": 0.12}, {\"YEAR\": 1982, \"state\": \"WISCONSIN\", \"incidence\": 0.02}, {\"YEAR\": 1983, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"WISCONSIN\", \"incidence\": 0.6500000000000001}, {\"YEAR\": 1985, \"state\": \"WISCONSIN\", \"incidence\": 1.2000000000000002}, {\"YEAR\": 1986, \"state\": \"WISCONSIN\", \"incidence\": 5.8500000000000005}, {\"YEAR\": 1987, \"state\": \"WISCONSIN\", \"incidence\": 3.0200000000000005}, {\"YEAR\": 1988, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1989, \"state\": \"WISCONSIN\", \"incidence\": 6.44}, {\"YEAR\": 1990, \"state\": \"WISCONSIN\", \"incidence\": 13.389999999999995}, {\"YEAR\": 1991, \"state\": \"WISCONSIN\", \"incidence\": 0.14}, {\"YEAR\": 1992, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WISCONSIN\", \"incidence\": 0.04}, {\"YEAR\": 1995, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"WISCONSIN\", \"incidence\": 0.02}, {\"YEAR\": 1997, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"WISCONSIN\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"WYOMING\", \"incidence\": 227.0}, {\"YEAR\": 1929, \"state\": \"WYOMING\", \"incidence\": 312.15999999999985}, {\"YEAR\": 1930, \"state\": \"WYOMING\", \"incidence\": 341.54999999999995}, {\"YEAR\": 1931, \"state\": \"WYOMING\", \"incidence\": 60.689999999999976}, {\"YEAR\": 1932, \"state\": \"WYOMING\", \"incidence\": 242.10000000000008}, {\"YEAR\": 1933, \"state\": \"WYOMING\", \"incidence\": 249.06000000000003}, {\"YEAR\": 1934, \"state\": \"WYOMING\", \"incidence\": 967.4399999999997}, {\"YEAR\": 1935, \"state\": \"WYOMING\", \"incidence\": 935.4200000000004}, {\"YEAR\": 1936, \"state\": \"WYOMING\", \"incidence\": 57.52000000000001}, {\"YEAR\": 1937, \"state\": \"WYOMING\", \"incidence\": 69.90999999999997}, {\"YEAR\": 1938, \"state\": \"WYOMING\", \"incidence\": 360.59000000000015}, {\"YEAR\": 1939, \"state\": \"WYOMING\", \"incidence\": 1392.34}, {\"YEAR\": 1940, \"state\": \"WYOMING\", \"incidence\": 393.6}, {\"YEAR\": 1941, \"state\": \"WYOMING\", \"incidence\": 381.72999999999985}, {\"YEAR\": 1942, \"state\": \"WYOMING\", \"incidence\": 635.27}, {\"YEAR\": 1943, \"state\": \"WYOMING\", \"incidence\": 1088.6099999999997}, {\"YEAR\": 1944, \"state\": \"WYOMING\", \"incidence\": 728.0799999999998}, {\"YEAR\": 1945, \"state\": \"WYOMING\", \"incidence\": 157.5799999999999}, {\"YEAR\": 1946, \"state\": \"WYOMING\", \"incidence\": 397.5900000000001}, {\"YEAR\": 1947, \"state\": \"WYOMING\", \"incidence\": 170.19}, {\"YEAR\": 1948, \"state\": \"WYOMING\", \"incidence\": 805.4100000000001}, {\"YEAR\": 1949, \"state\": \"WYOMING\", \"incidence\": 201.42000000000013}, {\"YEAR\": 1950, \"state\": \"WYOMING\", \"incidence\": 209.98999999999995}, {\"YEAR\": 1951, \"state\": \"WYOMING\", \"incidence\": 753.5800000000002}, {\"YEAR\": 1952, \"state\": \"WYOMING\", \"incidence\": 231.75000000000003}, {\"YEAR\": 1953, \"state\": \"WYOMING\", \"incidence\": 497.53999999999974}, {\"YEAR\": 1954, \"state\": \"WYOMING\", \"incidence\": 391.78999999999985}, {\"YEAR\": 1955, \"state\": \"WYOMING\", \"incidence\": 180.82999999999998}, {\"YEAR\": 1956, \"state\": \"WYOMING\", \"incidence\": 640.6899999999999}, {\"YEAR\": 1957, \"state\": \"WYOMING\", \"incidence\": 69.45999999999995}, {\"YEAR\": 1958, \"state\": \"WYOMING\", \"incidence\": 433.30999999999995}, {\"YEAR\": 1959, \"state\": \"WYOMING\", \"incidence\": 281.20000000000005}, {\"YEAR\": 1960, \"state\": \"WYOMING\", \"incidence\": 209.63}, {\"YEAR\": 1961, \"state\": \"WYOMING\", \"incidence\": 143.65000000000003}, {\"YEAR\": 1962, \"state\": \"WYOMING\", \"incidence\": 142.93000000000006}, {\"YEAR\": 1963, \"state\": \"WYOMING\", \"incidence\": 97.92}, {\"YEAR\": 1964, \"state\": \"WYOMING\", \"incidence\": 84.29000000000003}, {\"YEAR\": 1965, \"state\": \"WYOMING\", \"incidence\": 226.15000000000015}, {\"YEAR\": 1966, \"state\": \"WYOMING\", \"incidence\": 72.79}, {\"YEAR\": 1967, \"state\": \"WYOMING\", \"incidence\": 64.27}, {\"YEAR\": 1968, \"state\": \"WYOMING\", \"incidence\": 16.999999999999993}, {\"YEAR\": 1969, \"state\": \"WYOMING\", \"incidence\": 2.43}, {\"YEAR\": 1970, \"state\": \"WYOMING\", \"incidence\": 3.23}, {\"YEAR\": 1971, \"state\": \"WYOMING\", \"incidence\": 24.49}, {\"YEAR\": 1972, \"state\": \"WYOMING\", \"incidence\": 14.399999999999999}, {\"YEAR\": 1973, \"state\": \"WYOMING\", \"incidence\": 19.68}, {\"YEAR\": 1974, \"state\": \"WYOMING\", \"incidence\": 4.460000000000001}, {\"YEAR\": 1975, \"state\": \"WYOMING\", \"incidence\": 0.75}, {\"YEAR\": 1976, \"state\": \"WYOMING\", \"incidence\": 0.97}, {\"YEAR\": 1977, \"state\": \"WYOMING\", \"incidence\": 5.770000000000002}, {\"YEAR\": 1978, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1979, \"state\": \"WYOMING\", \"incidence\": 0.43}, {\"YEAR\": 1980, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1981, \"state\": \"WYOMING\", \"incidence\": 0.2}, {\"YEAR\": 1982, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1983, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"WYOMING\", \"incidence\": 1.01}, {\"YEAR\": 1986, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1987, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1989, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1990, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1991, \"state\": \"WYOMING\", \"incidence\": 0.65}, {\"YEAR\": 1992, \"state\": \"WYOMING\", \"incidence\": 0.21}, {\"YEAR\": 1993, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"WYOMING\", \"incidence\": 0.2}, {\"YEAR\": 1997, \"state\": \"WYOMING\", \"incidence\": 0.61}, {\"YEAR\": 1998, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"WYOMING\", \"incidence\": 0.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Define a custom colormape using Hex codes & HTML color names\n",
    "colormap = alt.Scale(domain=[0, 100, 200, 300, 1000, 3000],\n",
    "                     range=['#F0F8FF', 'cornflowerblue', 'mediumseagreen', '#FFEE00', 'darkorange', 'firebrick'],\n",
    "                     type='sqrt')\n",
    "\n",
    "alt.Chart(measles).mark_rect().encode(\n",
    "    alt.X('YEAR:O', axis=alt.Axis(title=None, ticks=False)),\n",
    "    alt.Y('state:N', axis=alt.Axis(title=None, ticks=False)),\n",
    "    alt.Color('incidence:Q', sort='ascending', scale=colormap, legend=None)\n",
    ").properties(\n",
    "    width=800,\n",
    "    height=500\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The result clearly shows the impact of the the measles vaccine introduced in the mid-1960s."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Layering & Selections\n",
    "\n",
    "Here is another view of the data, using layering and selections to allow zooming-in"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id=\"altair-viz-3\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  (function(spec, embedOpt){\n",
       "    const outputDiv = document.getElementById(\"altair-viz-3\");\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
       "    };\n",
       "\n",
       "    function loadScript(lib) {\n",
       "      return new Promise(function(resolve, reject) {\n",
       "        var s = document.createElement('script');\n",
       "        s.src = paths[lib];\n",
       "        s.async = true;\n",
       "        s.onload = () => resolve(paths[lib]);\n",
       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else if (typeof vegaEmbed === \"function\") {\n",
       "      displayChart(vegaEmbed);\n",
       "    } else {\n",
       "      loadScript(\"vega\")\n",
       "        .then(() => loadScript(\"vega-lite\"))\n",
       "        .then(() => loadScript(\"vega-embed\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"layer\": [{\"mark\": \"point\", \"encoding\": {\"detail\": {\"type\": \"nominal\", \"field\": \"state\"}, \"opacity\": {\"value\": 0.0}, \"x\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"f\", \"title\": \"year\"}, \"field\": \"YEAR\", \"scale\": {\"zero\": false}}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"title\": \"measles incidence\"}, \"field\": \"incidence\"}}, \"height\": 300, \"selection\": {\"selector001\": {\"type\": \"single\", \"on\": \"mouseover\", \"nearest\": true, \"fields\": [\"state\"], \"empty\": \"none\"}, \"selector002\": {\"type\": \"interval\", \"bind\": \"scales\", \"encodings\": [\"x\"]}}, \"width\": 800}, {\"mark\": \"line\", \"encoding\": {\"detail\": {\"type\": \"nominal\", \"field\": \"state\"}, \"opacity\": {\"condition\": {\"value\": 1.0, \"selection\": \"selector001\"}, \"value\": 0.1}, \"x\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"f\", \"title\": \"year\"}, \"field\": \"YEAR\", \"scale\": {\"zero\": false}}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"title\": \"measles incidence\"}, \"field\": \"incidence\"}}, \"height\": 300, \"width\": 800}, {\"mark\": \"line\", \"encoding\": {\"color\": {\"value\": \"black\"}, \"x\": {\"type\": \"quantitative\", \"field\": \"YEAR\", \"scale\": {\"zero\": false}}, \"y\": {\"type\": \"quantitative\", \"aggregate\": \"mean\", \"field\": \"incidence\"}}}, {\"mark\": {\"type\": \"text\", \"align\": \"right\"}, \"encoding\": {\"detail\": {\"type\": \"nominal\", \"field\": \"state\"}, \"opacity\": {\"condition\": {\"value\": 1.0, \"selection\": \"selector001\"}, \"value\": 0.0}, \"text\": {\"type\": \"nominal\", \"field\": \"state\"}, \"x\": {\"type\": \"quantitative\", \"aggregate\": \"min\", \"field\": \"YEAR\"}, \"y\": {\"type\": \"quantitative\", \"aggregate\": \"mean\", \"field\": \"incidence\"}}}], \"data\": {\"name\": \"data-7c6a45a20b09aa090712bc9182fe0330\"}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.0.0.json\", \"datasets\": {\"data-7c6a45a20b09aa090712bc9182fe0330\": [{\"YEAR\": 1928, \"state\": \"ALABAMA\", \"incidence\": 334.98999999999995}, {\"YEAR\": 1929, \"state\": \"ALABAMA\", \"incidence\": 111.93000000000004}, {\"YEAR\": 1930, \"state\": \"ALABAMA\", \"incidence\": 157.00000000000006}, {\"YEAR\": 1931, \"state\": \"ALABAMA\", \"incidence\": 337.29000000000013}, {\"YEAR\": 1932, \"state\": \"ALABAMA\", \"incidence\": 10.20999999999999}, {\"YEAR\": 1933, \"state\": \"ALABAMA\", \"incidence\": 65.21999999999998}, {\"YEAR\": 1934, \"state\": \"ALABAMA\", \"incidence\": 590.27}, {\"YEAR\": 1935, \"state\": \"ALABAMA\", \"incidence\": 265.3400000000002}, {\"YEAR\": 1936, \"state\": \"ALABAMA\", \"incidence\": 20.779999999999994}, {\"YEAR\": 1937, \"state\": \"ALABAMA\", \"incidence\": 22.459999999999987}, {\"YEAR\": 1938, \"state\": \"ALABAMA\", \"incidence\": 496.4400000000001}, {\"YEAR\": 1939, \"state\": \"ALABAMA\", \"incidence\": 182.63999999999984}, {\"YEAR\": 1940, \"state\": \"ALABAMA\", \"incidence\": 115.12000000000002}, {\"YEAR\": 1941, \"state\": \"ALABAMA\", \"incidence\": 297.47000000000014}, {\"YEAR\": 1942, \"state\": \"ALABAMA\", \"incidence\": 126.14999999999995}, {\"YEAR\": 1943, \"state\": \"ALABAMA\", \"incidence\": 130.82000000000002}, {\"YEAR\": 1944, \"state\": \"ALABAMA\", \"incidence\": 252.86999999999998}, {\"YEAR\": 1945, \"state\": \"ALABAMA\", \"incidence\": 27.329999999999984}, {\"YEAR\": 1946, \"state\": \"ALABAMA\", \"incidence\": 126.74999999999997}, {\"YEAR\": 1947, \"state\": \"ALABAMA\", \"incidence\": 127.25999999999995}, {\"YEAR\": 1948, \"state\": \"ALABAMA\", \"incidence\": 69.09000000000002}, {\"YEAR\": 1949, \"state\": \"ALABAMA\", \"incidence\": 368.79999999999984}, {\"YEAR\": 1950, \"state\": \"ALABAMA\", \"incidence\": 50.900000000000006}, {\"YEAR\": 1951, \"state\": \"ALABAMA\", \"incidence\": 103.24000000000002}, {\"YEAR\": 1952, \"state\": \"ALABAMA\", \"incidence\": 351.71999999999997}, {\"YEAR\": 1953, \"state\": \"ALABAMA\", \"incidence\": 93.99000000000001}, {\"YEAR\": 1954, \"state\": \"ALABAMA\", \"incidence\": 280.3899999999998}, {\"YEAR\": 1955, \"state\": \"ALABAMA\", \"incidence\": 69.68}, {\"YEAR\": 1956, \"state\": \"ALABAMA\", \"incidence\": 231.74999999999994}, {\"YEAR\": 1957, \"state\": \"ALABAMA\", \"incidence\": 299.78999999999996}, {\"YEAR\": 1958, \"state\": \"ALABAMA\", \"incidence\": 242.33999999999992}, {\"YEAR\": 1959, \"state\": \"ALABAMA\", \"incidence\": 108.19000000000003}, {\"YEAR\": 1960, \"state\": \"ALABAMA\", \"incidence\": 63.330000000000005}, {\"YEAR\": 1961, \"state\": \"ALABAMA\", \"incidence\": 78.01000000000002}, {\"YEAR\": 1962, \"state\": \"ALABAMA\", \"incidence\": 71.58000000000006}, {\"YEAR\": 1963, \"state\": \"ALABAMA\", \"incidence\": 34.74000000000002}, {\"YEAR\": 1964, \"state\": \"ALABAMA\", \"incidence\": 533.6800000000001}, {\"YEAR\": 1965, \"state\": \"ALABAMA\", \"incidence\": 68.20000000000006}, {\"YEAR\": 1966, \"state\": \"ALABAMA\", \"incidence\": 52.37999999999999}, {\"YEAR\": 1967, \"state\": \"ALABAMA\", \"incidence\": 38.98000000000002}, {\"YEAR\": 1968, \"state\": \"ALABAMA\", \"incidence\": 4.650000000000001}, {\"YEAR\": 1969, \"state\": \"ALABAMA\", \"incidence\": 0.36}, {\"YEAR\": 1970, \"state\": \"ALABAMA\", \"incidence\": 13.94}, {\"YEAR\": 1971, \"state\": \"ALABAMA\", \"incidence\": 55.24000000000001}, {\"YEAR\": 1972, \"state\": \"ALABAMA\", \"incidence\": 4.02}, {\"YEAR\": 1973, \"state\": \"ALABAMA\", \"incidence\": 0.42000000000000004}, {\"YEAR\": 1974, \"state\": \"ALABAMA\", \"incidence\": 0.58}, {\"YEAR\": 1975, \"state\": \"ALABAMA\", \"incidence\": 0.13}, {\"YEAR\": 1976, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1977, \"state\": \"ALABAMA\", \"incidence\": 2.06}, {\"YEAR\": 1978, \"state\": \"ALABAMA\", \"incidence\": 3.43}, {\"YEAR\": 1979, \"state\": \"ALABAMA\", \"incidence\": 3.35}, {\"YEAR\": 1980, \"state\": \"ALABAMA\", \"incidence\": 0.5700000000000001}, {\"YEAR\": 1981, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1982, \"state\": \"ALABAMA\", \"incidence\": 0.05}, {\"YEAR\": 1983, \"state\": \"ALABAMA\", \"incidence\": 0.03}, {\"YEAR\": 1984, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1986, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1987, \"state\": \"ALABAMA\", \"incidence\": 0.09000000000000001}, {\"YEAR\": 1988, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1989, \"state\": \"ALABAMA\", \"incidence\": 1.4600000000000002}, {\"YEAR\": 1990, \"state\": \"ALABAMA\", \"incidence\": 0.6500000000000001}, {\"YEAR\": 1991, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1992, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"ALABAMA\", \"incidence\": 0.02}, {\"YEAR\": 1994, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"ALABAMA\", \"incidence\": 0.14}, {\"YEAR\": 1998, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"ALABAMA\", \"incidence\": 0.16}, {\"YEAR\": 2003, \"state\": \"ALABAMA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1929, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1930, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1931, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1932, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1933, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1934, \"state\": \"ALASKA\", \"incidence\": 0.0}, {\"YEAR\": 1935, \"state\": \"ALASKA\", 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{\"YEAR\": 1995, \"state\": \"CONNECTICUT\", \"incidence\": 0.03}, {\"YEAR\": 1996, \"state\": \"CONNECTICUT\", \"incidence\": 0.03}, {\"YEAR\": 1997, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"CONNECTICUT\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"DELAWARE\", \"incidence\": 256.02000000000004}, {\"YEAR\": 1929, \"state\": \"DELAWARE\", \"incidence\": 239.81999999999988}, {\"YEAR\": 1930, \"state\": \"DELAWARE\", \"incidence\": 109.25000000000007}, {\"YEAR\": 1931, \"state\": \"DELAWARE\", \"incidence\": 1003.2799999999999}, {\"YEAR\": 1932, \"state\": \"DELAWARE\", \"incidence\": 15.980000000000004}, {\"YEAR\": 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0.01}, {\"YEAR\": 1997, \"state\": \"GEORGIA\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"GEORGIA\", \"incidence\": 0.01}, {\"YEAR\": 1999, \"state\": \"GEORGIA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"GEORGIA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"GEORGIA\", \"incidence\": 0.01}, {\"YEAR\": 2002, \"state\": \"GEORGIA\", \"incidence\": 0.01}, {\"YEAR\": 2003, \"state\": \"GEORGIA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1929, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1930, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1931, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1932, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1933, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1934, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1935, \"state\": \"HAWAII\", \"incidence\": 0.0}, {\"YEAR\": 1936, \"state\": \"HAWAII\", \"incidence\": 0.0}, 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{\"YEAR\": 1972, \"state\": \"ILLINOIS\", \"incidence\": 40.22}, {\"YEAR\": 1973, \"state\": \"ILLINOIS\", \"incidence\": 19.479999999999993}, {\"YEAR\": 1974, \"state\": \"ILLINOIS\", \"incidence\": 18.730000000000004}, {\"YEAR\": 1975, \"state\": \"ILLINOIS\", \"incidence\": 16.49}, {\"YEAR\": 1976, \"state\": \"ILLINOIS\", \"incidence\": 17.86}, {\"YEAR\": 1977, \"state\": \"ILLINOIS\", \"incidence\": 16.56}, {\"YEAR\": 1978, \"state\": \"ILLINOIS\", \"incidence\": 6.979999999999998}, {\"YEAR\": 1979, \"state\": \"ILLINOIS\", \"incidence\": 11.599999999999998}, {\"YEAR\": 1980, \"state\": \"ILLINOIS\", \"incidence\": 2.969999999999999}, {\"YEAR\": 1981, \"state\": \"ILLINOIS\", \"incidence\": 0.26000000000000006}, {\"YEAR\": 1982, \"state\": \"ILLINOIS\", \"incidence\": 0.24000000000000002}, {\"YEAR\": 1983, \"state\": \"ILLINOIS\", \"incidence\": 1.7200000000000004}, {\"YEAR\": 1984, \"state\": \"ILLINOIS\", \"incidence\": 1.3599999999999999}, {\"YEAR\": 1985, \"state\": 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1987, \"state\": \"OKLAHOMA\", \"incidence\": 0.12}, {\"YEAR\": 1988, \"state\": \"OKLAHOMA\", \"incidence\": 0.25}, {\"YEAR\": 1989, \"state\": \"OKLAHOMA\", \"incidence\": 4.029999999999999}, {\"YEAR\": 1990, \"state\": \"OKLAHOMA\", \"incidence\": 5.6}, {\"YEAR\": 1991, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1992, \"state\": \"OKLAHOMA\", \"incidence\": 0.25}, {\"YEAR\": 1993, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1997, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1998, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"OKLAHOMA\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"OKLAHOMA\", 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671.1199999999999}, {\"YEAR\": 1941, \"state\": \"OREGON\", \"incidence\": 607.5099999999999}, {\"YEAR\": 1942, \"state\": \"OREGON\", \"incidence\": 499.14000000000004}, {\"YEAR\": 1943, \"state\": \"OREGON\", \"incidence\": 693.95}, {\"YEAR\": 1944, \"state\": \"OREGON\", \"incidence\": 239.87000000000006}, {\"YEAR\": 1945, \"state\": \"OREGON\", \"incidence\": 156.32000000000002}, {\"YEAR\": 1946, \"state\": \"OREGON\", \"incidence\": 453.3700000000001}, {\"YEAR\": 1947, \"state\": \"OREGON\", \"incidence\": 71.91000000000001}, {\"YEAR\": 1948, \"state\": \"OREGON\", \"incidence\": 367.59999999999997}, {\"YEAR\": 1949, \"state\": \"OREGON\", \"incidence\": 684.3799999999999}, {\"YEAR\": 1950, \"state\": \"OREGON\", \"incidence\": 49.38000000000001}, {\"YEAR\": 1951, \"state\": \"OREGON\", \"incidence\": 617.84}, {\"YEAR\": 1952, \"state\": \"OREGON\", \"incidence\": 209.72999999999985}, {\"YEAR\": 1953, \"state\": \"OREGON\", \"incidence\": 558.1400000000001}, {\"YEAR\": 1954, 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\"OREGON\", \"incidence\": 0.09}, {\"YEAR\": 1998, \"state\": \"OREGON\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"OREGON\", \"incidence\": 0.15}, {\"YEAR\": 2000, \"state\": \"OREGON\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"OREGON\", \"incidence\": 0.18}, {\"YEAR\": 2002, \"state\": \"OREGON\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"OREGON\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"PENNSYLVANIA\", \"incidence\": 583.9500000000002}, {\"YEAR\": 1929, \"state\": \"PENNSYLVANIA\", \"incidence\": 489.5599999999998}, {\"YEAR\": 1930, \"state\": \"PENNSYLVANIA\", \"incidence\": 356.56}, {\"YEAR\": 1931, \"state\": \"PENNSYLVANIA\", \"incidence\": 821.6000000000003}, {\"YEAR\": 1932, \"state\": \"PENNSYLVANIA\", \"incidence\": 470.6900000000001}, {\"YEAR\": 1933, \"state\": \"PENNSYLVANIA\", \"incidence\": 336.3800000000001}, {\"YEAR\": 1934, \"state\": \"PENNSYLVANIA\", \"incidence\": 848.1100000000004}, {\"YEAR\": 1935, \"state\": 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\"state\": \"PENNSYLVANIA\", \"incidence\": 306.69000000000005}, {\"YEAR\": 1949, \"state\": \"PENNSYLVANIA\", \"incidence\": 483.95999999999975}, {\"YEAR\": 1950, \"state\": \"PENNSYLVANIA\", \"incidence\": 165.43999999999997}, {\"YEAR\": 1951, \"state\": \"PENNSYLVANIA\", \"incidence\": 299.8599999999999}, {\"YEAR\": 1952, \"state\": \"PENNSYLVANIA\", \"incidence\": 358.49999999999994}, {\"YEAR\": 1953, \"state\": \"PENNSYLVANIA\", \"incidence\": 146.17999999999995}, {\"YEAR\": 1954, \"state\": \"PENNSYLVANIA\", \"incidence\": 351.84}, {\"YEAR\": 1955, \"state\": \"PENNSYLVANIA\", \"incidence\": 170.43}, {\"YEAR\": 1956, \"state\": \"PENNSYLVANIA\", \"incidence\": 397.9499999999998}, {\"YEAR\": 1957, \"state\": \"PENNSYLVANIA\", \"incidence\": 117.09}, {\"YEAR\": 1958, \"state\": \"PENNSYLVANIA\", \"incidence\": 307.17999999999995}, {\"YEAR\": 1959, \"state\": \"PENNSYLVANIA\", \"incidence\": 247.52000000000004}, {\"YEAR\": 1960, \"state\": \"PENNSYLVANIA\", \"incidence\": 59.7}, {\"YEAR\": 1961, \"state\": \"PENNSYLVANIA\", \"incidence\": 226.10999999999999}, {\"YEAR\": 1962, \"state\": \"PENNSYLVANIA\", \"incidence\": 83.07999999999998}, {\"YEAR\": 1963, \"state\": \"PENNSYLVANIA\", \"incidence\": 106.12999999999998}, {\"YEAR\": 1964, \"state\": \"PENNSYLVANIA\", \"incidence\": 101.85}, {\"YEAR\": 1965, \"state\": \"PENNSYLVANIA\", \"incidence\": 57.21}, {\"YEAR\": 1966, \"state\": \"PENNSYLVANIA\", \"incidence\": 47.15999999999999}, {\"YEAR\": 1967, \"state\": \"PENNSYLVANIA\", \"incidence\": 6.81}, {\"YEAR\": 1968, \"state\": \"PENNSYLVANIA\", \"incidence\": 2.5400000000000005}, {\"YEAR\": 1969, \"state\": \"PENNSYLVANIA\", \"incidence\": 10.659999999999998}, {\"YEAR\": 1970, \"state\": \"PENNSYLVANIA\", \"incidence\": 17.65}, {\"YEAR\": 1971, \"state\": \"PENNSYLVANIA\", \"incidence\": 15.629999999999994}, {\"YEAR\": 1972, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.6100000000000002}, {\"YEAR\": 1973, \"state\": \"PENNSYLVANIA\", \"incidence\": 3.439999999999999}, {\"YEAR\": 1974, \"state\": \"PENNSYLVANIA\", \"incidence\": 7.74}, {\"YEAR\": 1975, \"state\": \"PENNSYLVANIA\", \"incidence\": 4.78}, {\"YEAR\": 1976, \"state\": \"PENNSYLVANIA\", \"incidence\": 28.499999999999996}, {\"YEAR\": 1977, \"state\": \"PENNSYLVANIA\", \"incidence\": 27.090000000000007}, {\"YEAR\": 1978, \"state\": \"PENNSYLVANIA\", \"incidence\": 2.8099999999999983}, {\"YEAR\": 1979, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.5700000000000002}, {\"YEAR\": 1980, \"state\": \"PENNSYLVANIA\", \"incidence\": 9.489999999999998}, {\"YEAR\": 1981, \"state\": \"PENNSYLVANIA\", \"incidence\": 4.33}, {\"YEAR\": 1982, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.07}, {\"YEAR\": 1983, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.04}, {\"YEAR\": 1985, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.33}, {\"YEAR\": 1986, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.24999999999999997}, {\"YEAR\": 1987, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.26}, {\"YEAR\": 1988, \"state\": \"PENNSYLVANIA\", \"incidence\": 4.399999999999999}, {\"YEAR\": 1989, \"state\": \"PENNSYLVANIA\", \"incidence\": 2.0000000000000004}, {\"YEAR\": 1990, \"state\": \"PENNSYLVANIA\", \"incidence\": 3.7699999999999987}, {\"YEAR\": 1991, \"state\": \"PENNSYLVANIA\", \"incidence\": 11.719999999999995}, {\"YEAR\": 1992, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.08}, {\"YEAR\": 1993, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.07}, {\"YEAR\": 1995, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.01}, {\"YEAR\": 1996, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.09999999999999999}, {\"YEAR\": 1997, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.12999999999999998}, {\"YEAR\": 1998, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.03}, {\"YEAR\": 1999, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.05}, {\"YEAR\": 2002, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"PENNSYLVANIA\", \"incidence\": 0.0}, {\"YEAR\": 1928, \"state\": \"RHODE ISLAND\", \"incidence\": 735.3200000000002}, {\"YEAR\": 1929, \"state\": \"RHODE ISLAND\", \"incidence\": 270.62}, {\"YEAR\": 1930, \"state\": \"RHODE ISLAND\", \"incidence\": 39.22999999999999}, {\"YEAR\": 1931, \"state\": \"RHODE ISLAND\", \"incidence\": 665.0499999999998}, {\"YEAR\": 1932, \"state\": \"RHODE ISLAND\", \"incidence\": 1472.6900000000007}, {\"YEAR\": 1933, \"state\": \"RHODE ISLAND\", \"incidence\": 9.360000000000003}, {\"YEAR\": 1934, \"state\": \"RHODE ISLAND\", \"incidence\": 65.78999999999999}, {\"YEAR\": 1935, \"state\": \"RHODE ISLAND\", \"incidence\": 994.0499999999998}, {\"YEAR\": 1936, \"state\": \"RHODE ISLAND\", \"incidence\": 368.6899999999998}, {\"YEAR\": 1937, \"state\": \"RHODE 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{\"YEAR\": 1985, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1986, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1987, \"state\": \"VERMONT\", \"incidence\": 3.9900000000000007}, {\"YEAR\": 1988, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1989, \"state\": \"VERMONT\", \"incidence\": 0.18}, {\"YEAR\": 1990, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1991, \"state\": \"VERMONT\", \"incidence\": 0.71}, {\"YEAR\": 1992, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1993, \"state\": \"VERMONT\", \"incidence\": 5.3599999999999985}, {\"YEAR\": 1994, \"state\": \"VERMONT\", \"incidence\": 0.17}, {\"YEAR\": 1995, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"VERMONT\", \"incidence\": 0.17}, {\"YEAR\": 1997, \"state\": \"VERMONT\", \"incidence\": 9.88}, {\"YEAR\": 1998, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"VERMONT\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": 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\"WYOMING\", \"incidence\": 640.6899999999999}, {\"YEAR\": 1957, \"state\": \"WYOMING\", \"incidence\": 69.45999999999995}, {\"YEAR\": 1958, \"state\": \"WYOMING\", \"incidence\": 433.30999999999995}, {\"YEAR\": 1959, \"state\": \"WYOMING\", \"incidence\": 281.20000000000005}, {\"YEAR\": 1960, \"state\": \"WYOMING\", \"incidence\": 209.63}, {\"YEAR\": 1961, \"state\": \"WYOMING\", \"incidence\": 143.65000000000003}, {\"YEAR\": 1962, \"state\": \"WYOMING\", \"incidence\": 142.93000000000006}, {\"YEAR\": 1963, \"state\": \"WYOMING\", \"incidence\": 97.92}, {\"YEAR\": 1964, \"state\": \"WYOMING\", \"incidence\": 84.29000000000003}, {\"YEAR\": 1965, \"state\": \"WYOMING\", \"incidence\": 226.15000000000015}, {\"YEAR\": 1966, \"state\": \"WYOMING\", \"incidence\": 72.79}, {\"YEAR\": 1967, \"state\": \"WYOMING\", \"incidence\": 64.27}, {\"YEAR\": 1968, \"state\": \"WYOMING\", \"incidence\": 16.999999999999993}, {\"YEAR\": 1969, \"state\": \"WYOMING\", \"incidence\": 2.43}, {\"YEAR\": 1970, \"state\": \"WYOMING\", \"incidence\": 3.23}, {\"YEAR\": 1971, \"state\": \"WYOMING\", \"incidence\": 24.49}, {\"YEAR\": 1972, \"state\": \"WYOMING\", \"incidence\": 14.399999999999999}, {\"YEAR\": 1973, \"state\": \"WYOMING\", \"incidence\": 19.68}, {\"YEAR\": 1974, \"state\": \"WYOMING\", \"incidence\": 4.460000000000001}, {\"YEAR\": 1975, \"state\": \"WYOMING\", \"incidence\": 0.75}, {\"YEAR\": 1976, \"state\": \"WYOMING\", \"incidence\": 0.97}, {\"YEAR\": 1977, \"state\": \"WYOMING\", \"incidence\": 5.770000000000002}, {\"YEAR\": 1978, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1979, \"state\": \"WYOMING\", \"incidence\": 0.43}, {\"YEAR\": 1980, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1981, \"state\": \"WYOMING\", \"incidence\": 0.2}, {\"YEAR\": 1982, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1983, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1984, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1985, \"state\": \"WYOMING\", \"incidence\": 1.01}, {\"YEAR\": 1986, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1987, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1988, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1989, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1990, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1991, \"state\": \"WYOMING\", \"incidence\": 0.65}, {\"YEAR\": 1992, \"state\": \"WYOMING\", \"incidence\": 0.21}, {\"YEAR\": 1993, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1994, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1995, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1996, \"state\": \"WYOMING\", \"incidence\": 0.2}, {\"YEAR\": 1997, \"state\": \"WYOMING\", \"incidence\": 0.61}, {\"YEAR\": 1998, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 1999, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2000, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2001, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2002, \"state\": \"WYOMING\", \"incidence\": 0.0}, {\"YEAR\": 2003, \"state\": \"WYOMING\", \"incidence\": 0.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hover = alt.selection_single(on='mouseover', nearest=True, fields=['state'], empty='none')\n",
    "\n",
    "line = alt.Chart().mark_line().encode(\n",
    "    alt.X('YEAR:Q',\n",
    "        scale=alt.Scale(zero=False),\n",
    "        axis=alt.Axis(format='f', title='year')\n",
    "    ),\n",
    "    alt.Y('incidence:Q', axis=alt.Axis(title='measles incidence')),\n",
    "    detail='state:N',\n",
    "    opacity=alt.condition(hover, alt.value(1.0), alt.value(0.1))\n",
    ").properties(\n",
    "    width=800,\n",
    "    height=300\n",
    ")\n",
    "\n",
    "point = line.mark_point().encode(\n",
    "    opacity=alt.value(0.0)\n",
    ").properties(\n",
    "    selection=hover\n",
    ")\n",
    "\n",
    "mean = alt.Chart().mark_line().encode(\n",
    "    x=alt.X('YEAR:Q', scale=alt.Scale(zero=False)),\n",
    "    y='mean(incidence):Q',\n",
    "    color=alt.value('black')\n",
    ")\n",
    "\n",
    "text = alt.Chart().mark_text(align='right').encode(\n",
    "    x='min(YEAR):Q',\n",
    "    y='mean(incidence):Q',\n",
    "    text='state:N',\n",
    "    detail='state:N',\n",
    "    opacity=alt.condition(hover, alt.value(1.0), alt.value(0.0))\n",
    ")\n",
    "\n",
    "alt.layer(point, line, mean, text, data=measles).interactive(bind_y=False)"
   ]
  }
 ],
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   "codemirror_mode": {
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